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diff --git a/site/content/pages/datasets/50_people_one_question/assets/background.jpg b/site/content/pages/datasets/50_people_one_question/assets/background.jpg Binary files differdeleted file mode 100644 index f7567314..00000000 --- a/site/content/pages/datasets/50_people_one_question/assets/background.jpg +++ /dev/null diff --git a/site/content/pages/datasets/50_people_one_question/assets/background_02.jpg b/site/content/pages/datasets/50_people_one_question/assets/background_02.jpg Binary files differdeleted file mode 100644 index f20ee861..00000000 --- a/site/content/pages/datasets/50_people_one_question/assets/background_02.jpg +++ /dev/null diff --git a/site/content/pages/datasets/50_people_one_question/assets/index.jpg b/site/content/pages/datasets/50_people_one_question/assets/index.jpg Binary files differdeleted file mode 100644 index 7bf4ed1d..00000000 --- a/site/content/pages/datasets/50_people_one_question/assets/index.jpg +++ /dev/null diff --git a/site/content/pages/datasets/50_people_one_question/assets/index_02.jpg b/site/content/pages/datasets/50_people_one_question/assets/index_02.jpg Binary files differdeleted file mode 100644 index 347bd08d..00000000 --- a/site/content/pages/datasets/50_people_one_question/assets/index_02.jpg +++ /dev/null diff --git a/site/content/pages/datasets/50_people_one_question/index.md b/site/content/pages/datasets/50_people_one_question/index.md index 2276e386..09406f43 100644 --- a/site/content/pages/datasets/50_people_one_question/index.md +++ b/site/content/pages/datasets/50_people_one_question/index.md @@ -14,23 +14,10 @@ authors: Adam Harvey ------------ ### sidebar - -+ Collected: TBD -+ Published: TBD -+ Images: TBD -+ Faces: TBD - +### end sidebar ## 50 People 1 Question -(PAGE UNDER DEVELOPMENT) - -At vero eos et accusamus et iusto odio dignissimos ducimus, qui blanditiis praesentium voluptatum deleniti atque corrupti, quos dolores et quas molestias excepturi sint, obcaecati cupiditate non-provident, similique sunt in culpa, qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. - -Nam libero tempore, cum soluta nobis est eligendi optio, cumque nihil impedit, quo minus id, quod maxime placeat, facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet, ut et voluptates repudiandae sint et molestiae non-recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat - -{% include 'map.html' %} - -{% include 'supplementary_header.html' %} +[ page under development ] -{% include 'citations.html' %}
\ No newline at end of file +{% include 'dashboard.html' %}
\ No newline at end of file diff --git a/site/content/pages/datasets/afad/index.md b/site/content/pages/datasets/afad/index.md index 3b0ca3c3..c941cbc6 100644 --- a/site/content/pages/datasets/afad/index.md +++ b/site/content/pages/datasets/afad/index.md @@ -10,18 +10,18 @@ authors: Adam Harvey ------------ -# Asian Face Age Dataset +### sidebar +### end sidebar -+ Years: 2016? -+ Images: 164,432 -+ Identities: 4,362 -+ Origin: RenRen +## Asian Face Age Dataset +[ page under development ] ------ +{% include 'dashboard.html' %} -## Research +----- +## (ignore) research notes > The Asian Face Age Dataset (AFAD) is a new dataset proposed for evaluating the performance of age estimation, which contains more than 160K facial images and the corresponding age and gender labels. This dataset is oriented to age estimation on Asian faces, so all the facial images are for Asian faces. It is noted that the AFAD is the biggest dataset for age estimation to date. It is well suited to evaluate how deep learning methods can be adopted for age estimation. Motivation diff --git a/site/content/pages/datasets/aflw/aflw_index.gif b/site/content/pages/datasets/aflw/aflw_index.gif Binary files differdeleted file mode 100644 index b794c030..00000000 --- a/site/content/pages/datasets/aflw/aflw_index.gif +++ /dev/null diff --git a/site/content/pages/datasets/aflw/index.md b/site/content/pages/datasets/aflw/index.md deleted file mode 100644 index 66f0f806..00000000 --- a/site/content/pages/datasets/aflw/index.md +++ /dev/null @@ -1,33 +0,0 @@ ------------- - -status: draft -title: Annotated Facial Landmarks in The Wild -desc: AFLW: Annotated Facial Landmarks in The Wild -slug: aflw -published: 2019-2-23 -updated: 2019-2-23 -authors: Adam Harvey - ------------- - -# Annotated Facial Landmarks in The Wild - -+ Years: 1993-1996 -+ Images: 25,993 -+ Identities: 1,199 -+ Origin: Flickr - - -<!--header--> - -*FERET, the first large scale facial recognition dataset* - - - --------- - -RESEARCH below this line - -> The motivation for the AFLW database is the need for a large-scale, multi-view, real-world face database with annotated facial features. We gathered the images on Flickr using a wide range of face relevant tags (e.g., face, mugshot, profile face). The downloaded set of images was manually scanned for images containing faces. The key data and most important properties of the database are: - -<https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/aflw/>
\ No newline at end of file diff --git a/site/content/pages/datasets/brainwash/index.md b/site/content/pages/datasets/brainwash/index.md index 17425c8c..494555ab 100644 --- a/site/content/pages/datasets/brainwash/index.md +++ b/site/content/pages/datasets/brainwash/index.md @@ -27,14 +27,7 @@ If you happen to have been at Brainwash cafe in San Francisco at any time on Oct  - -{% include 'chart.html' %} - -{% include 'piechart.html' %} - -{% include 'map.html' %} - -{% include 'citations.html' %} +{% include 'dashboard.html' %} {% include 'supplementary_header.html' %} diff --git a/site/content/pages/datasets/caltech_10k/index.md b/site/content/pages/datasets/caltech_10k/index.md index 6b37c1f9..b69dbe43 100644 --- a/site/content/pages/datasets/caltech_10k/index.md +++ b/site/content/pages/datasets/caltech_10k/index.md @@ -3,27 +3,25 @@ status: draft title: Caltech 10K Faces Dataset desc: Caltech 10K Faces Dataset -slug: caltech_10k +slug: brainwash published: 2019-2-23 updated: 2019-2-23 authors: Adam Harvey ------------ -# Caltech 10K Faces Dataset -+ Years: TBD -+ Images: TBD -+ Identities: TBD -+ Origin: Google Search -+ Funding: TBD +### sidebar +### end sidebar -------- +## Caltech 10K Faces Dataset -Ignore text below these lines +[ page under development ] -------- +{% include 'dashboard.html' %} -Research +--- + +### (ignore) research notes The dataset contains images of people collected from the web by typing common given names into Google Image Search. The coordinates of the eyes, the nose and the center of the mouth for each frontal face are provided in a ground truth file. This information can be used to align and crop the human faces or as a ground truth for a face detection algorithm. The dataset has 10,524 human faces of various resolutions and in different settings, e.g. portrait images, groups of people, etc. Profile faces or very low resolution faces are not labeled.
\ No newline at end of file diff --git a/site/content/pages/datasets/celeba/index.md b/site/content/pages/datasets/celeba/index.md index a2669cf6..9cdbcad9 100644 --- a/site/content/pages/datasets/celeba/index.md +++ b/site/content/pages/datasets/celeba/index.md @@ -14,26 +14,13 @@ authors: Adam Harvey ------------ ### sidebar +### end sidebar -+ Collected: TBD -+ Published: TBD -+ Images: TBD -+ Faces: TBD +## CelebA Dataset +[ PAGE UNDER DEVELOPMENT ] -## CelebA - -(PAGE UNDER DEVELOPMENT) - -At vero eos et accusamus et iusto odio dignissimos ducimus, qui blanditiis praesentium voluptatum deleniti atque corrupti, quos dolores et quas molestias excepturi sint, obcaecati cupiditate non-provident, similique sunt in culpa, qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. - -Nam libero tempore, cum soluta nobis est eligendi optio, cumque nihil impedit, quo minus id, quod maxime placeat, facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet, ut et voluptates repudiandae sint et molestiae non-recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat - -{% include 'map.html' %} - -{% include 'supplementary_header.html' %} - -{% include 'citations.html' %} +{% include 'dashboard.html' %} ----- diff --git a/site/content/pages/datasets/cofw/assets/cofw_index.gif b/site/content/pages/datasets/cofw/assets/cofw_index.gif Binary files differdeleted file mode 100644 index 722dc6d6..00000000 --- a/site/content/pages/datasets/cofw/assets/cofw_index.gif +++ /dev/null diff --git a/site/content/pages/datasets/cofw/index.md b/site/content/pages/datasets/cofw/index.md index d017f405..4c9f1d61 100644 --- a/site/content/pages/datasets/cofw/index.md +++ b/site/content/pages/datasets/cofw/index.md @@ -12,6 +12,17 @@ authors: Adam Harvey ### sidebar +### end sidebar + +## Caltech Occluded Faces in the Wild + +[ PAGE UNDER DEVELOPMENT ] + +{% include 'dashboard.html' %} + +-------- + +### (ignore) research notes + Years: 1993-1996 + Images: 14,126 @@ -19,18 +30,8 @@ authors: Adam Harvey + Origin: Web Searches + Funded by: ODNI, IARPA, Microsoft - -## Caltech Occluded Faces in the Wild - -(PAGE UNDER DEVELOPMENT) - COFW is "is designed to benchmark face landmark algorithms in realistic conditions, which include heavy occlusions and large shape variations" [Robust face landmark estimation under occlusion]. - --------- - -RESEARCH below this line - > We asked four people with different levels of computer vision knowledge to each collect 250 faces representative of typical real-world images, with the clear goal of challenging computer vision methods. The result is 1,007 images of faces obtained from a variety of sources. diff --git a/site/content/pages/datasets/duke_mtmc/index.md b/site/content/pages/datasets/duke_mtmc/index.md index c626ef4e..b8c359d2 100644 --- a/site/content/pages/datasets/duke_mtmc/index.md +++ b/site/content/pages/datasets/duke_mtmc/index.md @@ -1,7 +1,7 @@ ------------ status: published -title: Duke Multi-Target, Multi-Camera Tracking +title: Duke MTMC desc: <span class="dataset-name">Duke MTMC</span> is a dataset of surveillance camera footage of students on Duke University campus subdesc: Duke MTMC contains over 2 million video frames and 2,000 unique identities collected from 8 HD cameras at Duke University campus in March 2014 slug: duke_mtmc @@ -14,124 +14,32 @@ authors: Adam Harvey ------------ ### sidebar +### end sidebar -+ Created: 2014 -+ Identities: Over 2,700 -+ Used for: Face recognition, person re-identification -+ Created by: Computer Science Department, Duke University, Durham, US -+ Website: <a href="http://vision.cs.duke.edu/DukeMTMC/">duke.edu</a> +## Duke MTMC -## Duke Multi-Target, Multi-Camera Tracking Dataset (Duke MTMC) +[ page under development ] -[ PAGE UNDER DEVELOPMENT ] +The Duke Multi-Target, Multi-Camera Tracking Dataset (MTMC) is a dataset of video recorded on Duke University campus during for the purpose of training, evaluating, and improving *multi-target multi-camera tracking* for surveillance. The dataset includes over 14 hours of 1080p video from 8 cameras positioned around Duke's campus during February and March 2014. Over 2,700 unique people are included in the dataset, which has become of the most widely used person re-identification image datasets. -Duke MTMC is a dataset of video recorded on Duke University campus during for the purpose of training, evaluating, and improving *multi-target multi-camera tracking*. The videos were recorded during February and March 2014 and cinclude +The 8 cameras deployed on Duke's campus were specifically setup to capture students "during periods between lectures, when pedestrian traffic is heavy". -Includes a total of 888.8 minutes of video (ind. verified) - -"We make available a new data set that has more than 2 million frames and more than 2,700 identities. It consists of 8×85 minutes of 1080p video recorded at 60 frames per second from 8 static cameras deployed on the Duke University campus during periods between lectures, when pedestrian traffic is heavy." - -The dataset includes approximately 2,000 annotated identities appearing in 85 hours of video from 8 cameras located throughout Duke University's campus. - - - -According to the dataset authors, - -{% include 'map.html' %} - -{% include 'chart.html' %} - -{% include 'piechart.html' %} +{% include 'dashboard.html' %} {% include 'supplementary_header.html' %} -{% include 'citations.html' %} - - ----- - -## Research Notes - -- "We make available a new data set that has more than 2 million frames and more than 2,700 identities. It consists of 8×85 minutes of 1080p video recorded at 60 frames per second from 8 static cameras deployed on the Duke University campus during periods between lectures, when pedestrian traffic is heavy." - 27a2fad58dd8727e280f97036e0d2bc55ef5424c -- "This work was supported in part by the EPSRC Programme Grant (FACER2VM) EP/N007743/1, EPSRC/dstl/MURI project EP/R018456/1, the National Natural Science Foundation of China (61373055, 61672265, 61602390, 61532009, 61571313), Chinese Ministry of Education (Z2015101), Science and Technology Department of Sichuan Province (2017RZ0009 and 2017FZ0029), Education Department of Sichuan Province (15ZB0130), the Open Research Fund from Province Key Laboratory of Xihua University (szjj2015-056) and the NVIDIA GPU Grant Program." - ec9c20ed6cce15e9b63ac96bb5a6d55e69661e0b -- "DukeMTMC aims to accelerate advances in multi-target multi-camera tracking. It provides a tracking system that works within and across cameras, a new large scale HD video data set recorded by 8 synchronized cameras with more than 7,000 single camera trajectories and over 2,000 unique identities, and a new performance evaluation method that measures how often a system is correct about who is where" -- DukeMTMC is a new, manually annotated, calibrated, multi-camera data set recorded outdoors on the Duke University campus with 8 synchronized cameras. It consists of: - - 8 static cameras x 85 minutes of 1080p 60 fps video - More than 2,000,000 manually annotated frames - More than 2,000 identities - Manual annotation by 5 people over 1 year - More identities than all existing MTMC datasets combined - Unconstrained paths, diverse appearance -- -DukeMTMC Project -Ergys Ristani Ergys Ristani Ergys Ristani Ergys Ristani Ergys Ristani - -People involved: -Ergys Ristani, Francesco Solera, Roger S. Zou, Rita Cucchiara, Carlo Tomasi. - -Navigation: +#### Data Visualizations - Data Set - Downloads - Downloads - Dataset Extensions - Performance Measures - Tracking Systems - Publications - How to Cite - Contact - -Welcome to the Duke Multi-Target, Multi-Camera Tracking Project. - -DukeMTMC aims to accelerate advances in multi-target multi-camera tracking. It provides a tracking system that works within and across cameras, a new large scale HD video data set recorded by 8 synchronized cameras with more than 7,000 single camera trajectories and over 2,000 unique identities, and a new performance evaluation method that measures how often a system is correct about who is where. -DukeMTMC Data Set -Snapshot from the DukeMTMC data set. - -DukeMTMC is a new, manually annotated, calibrated, multi-camera data set recorded outdoors on the Duke University campus with 8 synchronized cameras. It consists of: - - 8 static cameras x 85 minutes of 1080p 60 fps video - More than 2,000,000 manually annotated frames - More than 2,000 identities - Manual annotation by 5 people over 1 year - More identities than all existing MTMC datasets combined - Unconstrained paths, diverse appearance - -News - - 05 Feb 2019 We are organizing the 2nd Workshop on MTMCT and ReID at CVPR 2019 - 25 Jul 2018: The code for DeepCC is available on github - 28 Feb 2018: OpenPose detections now available for download - 19 Feb 2018: Our DeepCC tracker has been accepted to CVPR 2018 - 04 Oct 2017: A new blog post describes ID measures of performance - 26 Jul 2017: Slides from the BMTT 2017 workshop are now available - 09 Dec 2016: DukeMTMC is now hosted on MOTChallenge - -DukeMTMC Downloads - - DukeMTMC dataset (tracking) - -Dataset Extensions - -Below is a list of dataset extensions provided by the community: - - DukeMTMC-VideoReID (download) - DukeMTMC-reID (download) - DukeMTMC4REID - DukeMTMC-attribute - -If you use or extend DukeMTMC, please refer to the license terms. -DukeMTMCT Benchmark - -DukeMTMCT is a tracking benchmark hosted on motchallenge.net. Click here for the up-to-date rankings. Here you will find the official motchallenge-devkit used for evaluation by MOTChallenge. For detailed instructions how to submit on motchallenge you can refer to this link. + -Trackers are ranked using our identity-based measures which compute how often the system is correct about who is where, regardless of how often a target is lost and reacquired. Our measures are useful in applications such as security, surveillance or sports. This short post describes our measures with illustrations, while for details you can refer to the original paper. -Tracking Systems +### TODO -We provide code for the following tracking systems which are all based on Correlation Clustering optimization: +- change to heatmap overlay of each location +- make fancy viz of foot trails with bbox and blurred persons +- expand story +- add google street view images of each camera location? +- add actual head detections to header image with faces blurred +- add 4 diverse example images with faces blurred +- add map location of the brainwash cafe - DeepCC for single- and multi-camera tracking [1] - Single-Camera Tracker (demo video) [2] - Multi-Camera Tracker (demo video, failure cases) [2] - People-Groups Tracker [3] - Original Single-Camera Tracker [4] +### Footnotes
\ No newline at end of file diff --git a/site/content/pages/datasets/facebook/index.md b/site/content/pages/datasets/facebook/index.md deleted file mode 100644 index 84d2b572..00000000 --- a/site/content/pages/datasets/facebook/index.md +++ /dev/null @@ -1,32 +0,0 @@ ------------- - -status: draft -title: Facebook -desc: TBD -subdesc: TBD -image: assets/background.jpg -caption: TBD -slug: facebook -published: 2019-2-23 -updated: 2019-2-23 -color: #aaaaff -authors: Adam Harvey - ------------- - -### Statistics - -+ Years: 2002-2004 -+ Images: 13,233 -+ Identities: 5,749 -+ Origin: Yahoo News Images -+ Funding: (Possibly, partially CIA) - ----- - -Ignore content below these lines - ---- - - -- Tool to create face datasets from Facebook <https://github.com/ankitaggarwal011/FaceGrab> diff --git a/site/content/pages/datasets/feret/assets/feret_index.gif b/site/content/pages/datasets/feret/assets/feret_index.gif Binary files differdeleted file mode 100644 index 6272f57b..00000000 --- a/site/content/pages/datasets/feret/assets/feret_index.gif +++ /dev/null diff --git a/site/content/pages/datasets/feret/index.md b/site/content/pages/datasets/feret/index.md index da64f9fb..15e5ccf0 100644 --- a/site/content/pages/datasets/feret/index.md +++ b/site/content/pages/datasets/feret/index.md @@ -10,29 +10,28 @@ authors: Adam Harvey ------------ -# FERET -+ Years: 1993-1996 -+ Images: 14,126 -+ Identities: 1,199 -+ Origin: Fairfax, MD +### sidebar +### end sidebar +# FacE REcognition Dataset (FERET) -<!--header--> +[ page under development ] -*FERET, the first large scale facial recognition dataset* +{% include 'dashboard.html' %} -*Facial Recognition Evaluation* (FERET) is develop, test, and evaluate face recognition algorithms +-------- -The goal of the FERET program was to develop automatic face recognition capabilities that could be employed to assist security, intelligence, and law enforcement personnel in the performance of their duties. +### (ignore) RESEARCH below this line +- Years: 1993-1996 +- Images: 14,126 +- Identities: 1,199 +- Origin: Fairfax, MD +- *Facial Recognition Evaluation* (FERET) is develop, test, and evaluate face recognition algorithms +- The goal of the FERET program was to develop automatic face recognition capabilities that could be employed to assist security, intelligence, and law enforcement personnel in the performance of their duties. - https://www.nist.gov/programs-projects/face-recognition-technology-feret - --------- - -RESEARCH below this line - ### "The FERET database and evaluation procedure for face-recognition algorithms" - Images were captured using Kodak Ultra film diff --git a/site/content/pages/datasets/helen/assets/background.jpg b/site/content/pages/datasets/helen/assets/background.jpg Binary files differdeleted file mode 100644 index 63ebb8c9..00000000 --- a/site/content/pages/datasets/helen/assets/background.jpg +++ /dev/null diff --git a/site/content/pages/datasets/helen/assets/index.jpg b/site/content/pages/datasets/helen/assets/index.jpg Binary files differdeleted file mode 100644 index 9e62679b..00000000 --- a/site/content/pages/datasets/helen/assets/index.jpg +++ /dev/null diff --git a/site/content/pages/datasets/hrt_transgender/assets/background.jpg b/site/content/pages/datasets/hrt_transgender/assets/background.jpg Binary files differdeleted file mode 100644 index 9437c4ff..00000000 --- a/site/content/pages/datasets/hrt_transgender/assets/background.jpg +++ /dev/null diff --git a/site/content/pages/datasets/hrt_transgender/assets/index.jpg b/site/content/pages/datasets/hrt_transgender/assets/index.jpg Binary files differdeleted file mode 100644 index 428ac42a..00000000 --- a/site/content/pages/datasets/hrt_transgender/assets/index.jpg +++ /dev/null diff --git a/site/content/pages/datasets/hrt_transgender/index.md b/site/content/pages/datasets/hrt_transgender/index.md index 2d7fdcca..0cfef422 100644 --- a/site/content/pages/datasets/hrt_transgender/index.md +++ b/site/content/pages/datasets/hrt_transgender/index.md @@ -15,19 +15,10 @@ authors: Adam Harvey ------------ ### sidebar - -+ Published: TBD -+ Images: TBD +### end sidebar ## HRT Transgender Dataset +[ page under development ] -{% include 'chart.html' %} - -{% include 'piechart.html' %} - -{% include 'map.html' %} - -{% include 'supplementary_header.html' %} - -{% include 'citations.html' %} +{% include 'dashboard.html' }
\ No newline at end of file diff --git a/site/content/pages/datasets/lfpw/assets/lfpw_index.gif b/site/content/pages/datasets/lfpw/assets/lfpw_index.gif Binary files differdeleted file mode 100644 index 5752b0be..00000000 --- a/site/content/pages/datasets/lfpw/assets/lfpw_index.gif +++ /dev/null diff --git a/site/content/pages/datasets/lfpw/index.md b/site/content/pages/datasets/lfpw/index.md index 80b20647..48c0d82a 100644 --- a/site/content/pages/datasets/lfpw/index.md +++ b/site/content/pages/datasets/lfpw/index.md @@ -10,16 +10,13 @@ authors: Adam Harvey ------------ -# Labeled Face Parts in The Wild -+ Year: 2011 -+ Images: 1,432 -+ Origin: Flickr -+ Funding: CIA +### sidebar +### end sidebar +## Labeled Face Parts in The Wild - - +{% include 'dashboard.html' %} -------- diff --git a/site/content/pages/datasets/lfw/assets/render_pgan.mp4 b/site/content/pages/datasets/lfw/assets/render_pgan.mp4 Binary files differdeleted file mode 100644 index b573e0b1..00000000 --- a/site/content/pages/datasets/lfw/assets/render_pgan.mp4 +++ /dev/null diff --git a/site/content/pages/datasets/lfw/assets/render_pgan_poster.jpg b/site/content/pages/datasets/lfw/assets/render_pgan_poster.jpg Binary files differdeleted file mode 100644 index 003de9f9..00000000 --- a/site/content/pages/datasets/lfw/assets/render_pgan_poster.jpg +++ /dev/null diff --git a/site/content/pages/datasets/lfw/assets/synthetic_01.jpg b/site/content/pages/datasets/lfw/assets/synthetic_01.jpg Binary files differdeleted file mode 100644 index 93ee8312..00000000 --- a/site/content/pages/datasets/lfw/assets/synthetic_01.jpg +++ /dev/null diff --git a/site/content/pages/datasets/lfw/assets/synthetic_02.jpg b/site/content/pages/datasets/lfw/assets/synthetic_02.jpg Binary files differdeleted file mode 100644 index f2ddc681..00000000 --- a/site/content/pages/datasets/lfw/assets/synthetic_02.jpg +++ /dev/null diff --git a/site/content/pages/datasets/lfw/assets/synthetic_03.jpg b/site/content/pages/datasets/lfw/assets/synthetic_03.jpg Binary files differdeleted file mode 100644 index 40bb3001..00000000 --- a/site/content/pages/datasets/lfw/assets/synthetic_03.jpg +++ /dev/null diff --git a/site/content/pages/datasets/lfw/index.md b/site/content/pages/datasets/lfw/index.md index a8c8e2eb..bc7f3222 100644 --- a/site/content/pages/datasets/lfw/index.md +++ b/site/content/pages/datasets/lfw/index.md @@ -1,6 +1,6 @@ ------------ -status: published +status: draft title: Labeled Faces in The Wild desc: <span class="dataset-name">Labeled Faces in The Wild (LFW)</span> is the first facial recognition dataset created entirely from online photos subdesc: It includes 13,456 images of 4,432 people's images copied from the Internet during 2002-2004 and is the most frequently used dataset in the world for benchmarking face recognition algorithms. @@ -14,25 +14,11 @@ authors: Adam Harvey ------------ ### sidebar - -+ Created: 2002 – 2004 -+ Images: 13,233 -+ Identities: 5,749 -+ Origin: Yahoo! News Images -+ Used by: Facebook, Google, Microsoft, Baidu, Tencent, SenseTime, Face++, CIA, NSA, IARPA -+ Website: <a href="http://vis-www.cs.umass.edu/lfw">umass.edu</a> - -- There are about 3 men for every 1 woman in the LFW dataset[^lfw_www] -- The person with the most images is [George W. Bush](http://vis-www.cs.umass.edu/lfw/person/George_W_Bush_comp.html) with 530 -- There are about 3 George W. Bush's for every 1 [Tony Blair](http://vis-www.cs.umass.edu/lfw/person/Tony_Blair.html) -- The LFW dataset includes over 500 actors, 30 models, 10 presidents, 124 basketball players, 24 football players, 11 kings, 7 queens, and 1 [Moby](http://vis-www.cs.umass.edu/lfw/person/Moby.html) -- In all 3 of the LFW publications [^lfw_original_paper], [^lfw_survey], [^lfw_tech_report] the words "ethics", "consent", and "privacy" appear 0 times -- The word "future" appears 71 times -- \* denotes partial funding for related research +### end sidebar ## Labeled Faces in the Wild -(PAGE UNDER DEVELOPMENT) +[ PAGE UNDER DEVELOPMENT ] *Labeled Faces in The Wild* (LFW) is "a database of face photographs designed for studying the problem of unconstrained face recognition[^lfw_www]. It is used to evaluate and improve the performance of facial recognition algorithms in academic, commercial, and government research. According to BiometricUpdate.com[^lfw_pingan], LFW is "the most widely used evaluation set in the field of facial recognition, LFW attracts a few dozen teams from around the globe including Google, Facebook, Microsoft Research Asia, Baidu, Tencent, SenseTime, Face++ and Chinese University of Hong Kong." @@ -48,16 +34,10 @@ The *Names and Faces* dataset was the first face recognition dataset created ent The *Names and Faces* dataset was the first face recognition dataset created entire from online photos. However, *Names and Faces* and *LFW* are not the first face recognition dataset created entirely "in the wild". That title belongs to the [UCD dataset](/datasets/ucd_faces/). Images obtained "in the wild" means using an image without explicit consent or awareness from the subject or photographer. -{% include 'map.html' %} - -{% include 'chart.html' %} - -{% include 'piechart.html' %} +{% include 'dashboard.html' %} {% include 'supplementary_header.html' %} -{% include 'citations.html' %} - ### Commercial Use @@ -69,15 +49,6 @@ name_display, company_url, example_url, country, description ``` -Research, text, and graphics ©Adam Harvey / megapixels.cc - -------- - -Ignore text below these lines - -------- - - ### Research - "In our experiments, we used 10000 images and associated captions from the Faces in the wilddata set [3]." @@ -98,6 +69,21 @@ Ignore text below these lines - The dataset includes 2 images of [George Tenet](http://vis-www.cs.umass.edu/lfw/person/George_Tenet.html), the former Director of Central Intelligence (DCI) for the Central Intelligence Agency whose facial biometrics were eventually used to help train facial recognition software in China and Russia - ./15/155205b8e288fd49bf203135871d66de879c8c04/paper.txt shows usage by DSTO Australia, supported parimal@iisc.ac.in ++ Created: 2002 – 2004 ++ Images: 13,233 ++ Identities: 5,749 ++ Origin: Yahoo! News Images ++ Used by: Facebook, Google, Microsoft, Baidu, Tencent, SenseTime, Face++, CIA, NSA, IARPA ++ Website: <a href="http://vis-www.cs.umass.edu/lfw">umass.edu</a> + +- There are about 3 men for every 1 woman in the LFW dataset[^lfw_www] +- The person with the most images is [George W. Bush](http://vis-www.cs.umass.edu/lfw/person/George_W_Bush_comp.html) with 530 +- There are about 3 George W. Bush's for every 1 [Tony Blair](http://vis-www.cs.umass.edu/lfw/person/Tony_Blair.html) +- The LFW dataset includes over 500 actors, 30 models, 10 presidents, 124 basketball players, 24 football players, 11 kings, 7 queens, and 1 [Moby](http://vis-www.cs.umass.edu/lfw/person/Moby.html) +- In all 3 of the LFW publications [^lfw_original_paper], [^lfw_survey], [^lfw_tech_report] the words "ethics", "consent", and "privacy" appear 0 times +- The word "future" appears 71 times +- \* denotes partial funding for related research + ### Footnotes [^lfw_www]: <http://vis-www.cs.umass.edu/lfw/results.html> diff --git a/site/content/pages/datasets/market_1501/index.md b/site/content/pages/datasets/market_1501/index.md index f11f170e..01b5cd28 100644 --- a/site/content/pages/datasets/market_1501/index.md +++ b/site/content/pages/datasets/market_1501/index.md @@ -2,8 +2,8 @@ status: published title: Market-1501 -desc: <span class="dataset-name">Market-1501</span> is a dataset is collection of CCTV footage from ... -subdesc: The Market-1501 dataset includes ... +desc: <span class="dataset-name">Market-1501</span> is a dataset is collection of CCTV footage from Tsinghua University +subdesc: The Market-1501 dataset includes 1,261 people from 5 HD surveillance cameras located on campus slug: market_1501 cssclass: dataset image: assets/background.jpg @@ -14,31 +14,18 @@ authors: Adam Harvey ------------ ### sidebar +### end sidebar -+ Collected: TBD -+ Published: TBD -+ Images: TBD -+ Faces: TBD +## Market-1501 Dataset +[ PAGE UNDER DEVELOPMENT] -## Market-1501 ... - -(PAGE UNDER DEVELOPMENT) - -{% include 'map.html' %} - -{% include 'chart.html' %} - -{% include 'piechart.html' %} - -{% include 'supplementary_header.html' %} - -{% include 'citations.html' %} +{% include 'dashboard.html' %} ---- -## Research Notes +## (ignore) research Notes - "MARS is an extension of the Market-1501 dataset. During collection, we placed six near synchronized cameras in the campus of Tsinghua university. There were Five 1,080*1920 HD cameras and one 640*480 SD camera. MARS consists of 1,261 different pedestrians whom are captured by at least 2 cameras. Given a query tracklet, MARS aims to retrieve tracklets that contain the same ID." - main paper - bbox "0065C1T0002F0016.jpg", "0065" is the ID of the pedestrian. "C1" denotes the first diff --git a/site/content/pages/datasets/msceleb/index.md b/site/content/pages/datasets/msceleb/index.md index eb084eaa..a95ec31b 100644 --- a/site/content/pages/datasets/msceleb/index.md +++ b/site/content/pages/datasets/msceleb/index.md @@ -1,7 +1,7 @@ ------------ status: published -title: MS Celeb +title: Microsoft Celeb desc: MS Celeb is a dataset of web images used for training and evaluating face recognition algorithms subdesc: The MS Celeb dataset includes over 10,000,000 images and 93,000 identities of semi-public figures collected using the Bing search engine slug: msceleb @@ -15,35 +15,16 @@ authors: Adam Harvey ------------ ### sidebar - -+ Published: TBD -+ Images: TBD -+ Faces: TBD -+ Created by: TBD - +### end sidebar ## Microsoft Celeb Dataset (MS Celeb) -(PAGE UNDER DEVELOPMENT) - -At vero eos et accusamus et iusto odio dignissimos ducimus, qui blanditiis praesentium voluptatum deleniti atque corrupti, quos dolores et quas molestias excepturi sint, obcaecati cupiditate non-provident, similique sunt in culpa, qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. - -Nam libero tempore, cum soluta nobis est eligendi optio, cumque nihil impedit, quo minus id, quod maxime placeat, facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet, ut et voluptates repudiandae sint et molestiae non-recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat - -{% include 'chart.html' %} - -{% include 'piechart.html' %} - -{% include 'map.html' %} - -Add more analysis here +[ PAGE UNDER DEVELOPMENT ] +{% include 'dashboard.html' %} {% include 'supplementary_header.html' %} -{% include 'citations.html' %} - - ### Additional Information - The dataset author spoke about his research at the CVPR conference in 2016 <https://www.youtube.com/watch?v=Nl2fBKxwusQ> diff --git a/site/content/pages/datasets/oxford_town_centre/index.md b/site/content/pages/datasets/oxford_town_centre/index.md index b3ff0f41..b3bce9af 100644 --- a/site/content/pages/datasets/oxford_town_centre/index.md +++ b/site/content/pages/datasets/oxford_town_centre/index.md @@ -15,14 +15,7 @@ authors: Adam Harvey ------------ ### sidebar - -+ Published: 20111 -+ Identities: 2200 -+ Created by: University of Oxford -+ Purpose: Person detection, gaze estimation, crowd tracking -+ Download Size: 118MB -+ Website: <a href="http://www.robots.ox.ac.uk/ActiveVision/Research/Projects/2009bbenfold_headpose/project.html">robots.ox.ac.uk</a> - +### end sidebar ## Oxford Town Centre @@ -36,16 +29,9 @@ Halfway through the video a peculiar and somewhat rude man enters the video and Although Oxford Town Centre dataset first appears as a pedestrian dataset, it was created to improve the stabilization of pedstrian detections in order to extract a more accurate head region that would lead to improvements in face recognition. -  -{% include 'chart.html' %} - -{% include 'piechart.html' %} - -{% include 'map.html' %} - -{% include 'citations.html' %} +{% include 'dashboard.html' %} {% include 'supplementary_header.html' %} diff --git a/site/content/pages/datasets/pipa/index.md b/site/content/pages/datasets/pipa/index.md index d4a7ec43..fbf535a9 100644 --- a/site/content/pages/datasets/pipa/index.md +++ b/site/content/pages/datasets/pipa/index.md @@ -1,9 +1,9 @@ ------------ -status: published +status: draft title: People in Photo Albums -desc: <span class="dataset-name"> is a dataset... -subdesc: PIPA subdescription +desc: <span class="dataset-name"> People in Photo Albums (PIPA)</span> is a dataset... +subdesc: [ add subdescrition ] slug: pipa cssclass: dataset image: assets/background.jpg @@ -14,24 +14,10 @@ authors: Adam Harvey ------------ ### sidebar +### end sidebar -+ Collected: TBD -+ Published: TBD -+ Images: TBD -+ Faces: TBD +## People in Photo Albums +[ PAGE UNDER DEVELOPMENT ] -## Dataset Title TBD - -(PAGE UNDER DEVELOPMENT) - -{% include 'map.html' %} - -{% include 'supplementary_header.html' %} - -{% include 'citations.html' %} - - ----- - -## Research Notes +{% include 'dashboard.html' %} diff --git a/site/content/pages/datasets/pubfig/index.md b/site/content/pages/datasets/pubfig/index.md new file mode 100644 index 00000000..560e66de --- /dev/null +++ b/site/content/pages/datasets/pubfig/index.md @@ -0,0 +1,23 @@ +------------ + +status: draft +title: PubFig +desc: <span class="dataset-name">PubFig</span> is a dataset... +subdesc: [ add subdescrition ] +slug: pubfig +cssclass: dataset +image: assets/background.jpg +published: 2019-2-23 +updated: 2019-2-23 +authors: Adam Harvey + +------------ + +### sidebar +### end sidebar + +## PubFig + +[ PAGE UNDER DEVELOPMENT ] + +{% include 'dashboard.html' %} diff --git a/site/content/pages/datasets/uccs/assets/.~lock.uccs_camera_exif.csv# b/site/content/pages/datasets/uccs/assets/.~lock.uccs_camera_exif.csv# new file mode 100644 index 00000000..61ef22ef --- /dev/null +++ b/site/content/pages/datasets/uccs/assets/.~lock.uccs_camera_exif.csv# @@ -0,0 +1 @@ +,adam,adam,05.04.2019 12:39,file:///home/adam/.config/libreoffice/4;
\ No newline at end of file diff --git a/site/content/pages/datasets/uccs/assets/uccs_exif_plot.png b/site/content/pages/datasets/uccs/assets/uccs_exif_plot.png Binary files differindex b6b5dda6..987b6c20 100755 --- a/site/content/pages/datasets/uccs/assets/uccs_exif_plot.png +++ b/site/content/pages/datasets/uccs/assets/uccs_exif_plot.png diff --git a/site/content/pages/datasets/uccs/assets/uccs_map.jpg b/site/content/pages/datasets/uccs/assets/uccs_map.jpg Binary files differindex 099de512..8e15ae9f 100755 --- a/site/content/pages/datasets/uccs/assets/uccs_map.jpg +++ b/site/content/pages/datasets/uccs/assets/uccs_map.jpg diff --git a/site/content/pages/datasets/uccs/index.md b/site/content/pages/datasets/uccs/index.md index fa07dce2..8827b227 100644 --- a/site/content/pages/datasets/uccs/index.md +++ b/site/content/pages/datasets/uccs/index.md @@ -1,10 +1,10 @@ ------------ status: published -title: Unconstrained College Students +title: UnConstrained College Students slug: uccs -desc: <span class="dataset-name">Unconstrained College Students (UCCS)</span> is a dataset of long-range surveillance photos of students at University of Colorado -subdesc: The UCCS dataset includes 16,149 images and 1,732 identities of subjects on University of Colorado Colorado Springs campus and is used for face recognition and face detection +desc: <span class="dataset-name">UnConstrained College Students</span> is a dataset of long-range surveillance photos of students at University of Colorado in Colorado Springs +subdesc: The UnConstrained College Students dataset includes 16,149 images and 1,732 identities of subjects on University of Colorado Colorado Springs campus and is used for making face recognition and face detection algorithms cssclass: dataset image: assets/background.jpg slug: uccs @@ -18,33 +18,29 @@ authors: Adam Harvey ### end sidebar -## Unconstrained College Students (UCCS) +## UnConstrained College Students [ page under development ] -Unconstrained College Students (UCCS) is a dataset of long-range surveillance photos captured at University of Colorado Colorado Springs. According to the authors of two papers associated with the dataset, subjects were "photographed using a long-range high-resolution surveillance camera without their knowledge" [^funding_uccs]. The images were captured using a Canon 7D digital camera fitted with a Sigma 800mm telephoto lens pointed out the window of an office aimed at students walking to and from classes. +UnConstrained College Students (UCCS) is a dataset of long-range surveillance photos captured at University of Colorado Colorado Springs. According to the authors of two papers associated with the dataset, subjects were "photographed using a long-range high-resolution surveillance camera without their knowledge" [^funding_uccs]. To create the dataset, the researchers used a Canon 7D digital camera fitted with a Sigma 800mm telephoto lens and photographed students 150–200m away through their office window. Photos were taken during the morning and afternoon while students were walking to and from classes. The primary uses of this dataset are to train, validate, and build recognition and face detection algorithms for realistic surveillance scenarios. -The UCCS dataset was funded by ODNI (Office of Director of National Intelligence), IARPA (Intelligence Advance Research Projects Activity), ONR MURI (Office of Naval Research and The Department of Defense Multidisciplinary University Research Initiative), Army SBIR (Small Business Innovation Research), SOCOM SBIR (Special Operations Command and Small Business Innovation Research), and the National Science Foundation. [^funding_sb] [^funding_uccs] +What makes the UCCS dataset unique is that it includes the highest resolution images of any publicly available face recognition dataset discovered so far (18MP), that it was captured on a campus without consent or awareness using a long-range telephoto lens, and that it was funded by United States defense and intelligence agencies. +Combined funding sources for the creation of the initial and final release of the dataset include ODNI (Office of Director of National Intelligence), IARPA (Intelligence Advance Research Projects Activity), ONR MURI (Office of Naval Research and The Department of Defense Multidisciplinary University Research Initiative), Army SBIR (Small Business Innovation Research), SOCOM SBIR (Special Operations Command and Small Business Innovation Research), and the National Science Foundation. [^funding_sb] [^funding_uccs] -{% include 'dashboard.html' %} - -## Opting Out - -If you attended University of Colorado Colorado Springs and were captured by the long range surveillance camera used to create this dataset, there is unfortunatley no way to be removed. The authors do not provide any option for students to opt-out nor were any students informed they would be used for training face recognition. According to the authors, the lack of any consent is what provides part of the value of the Unconstrained College Students Dataset. +In 2017 the UCCS face dataset was used for a defense and intelligence agency funded [face recognition challenge](http://www.face-recognition-challenge.com/) at the International Joint Biometrics Conference in Denver, CO. And in 2018 the dataset was used for the [2nd Unconstrained Face Detection and Open Set Recognition Challenge](https://erodner.github.io/ial2018eccv/) at the European Computer Vision Conference (ECCV) in Munich, Germany. Additional research projects that have used the UCCS dataset are included below in the list of verified citations. -More information and contact emails are provided on the UCCS dataset site: <https://vast.uccs.edu/Opensetface/> +{% include 'dashboard.html' %} {% include 'supplementary_header.html' %} +### Dates and Times -#### Data Visualizations - -The images in UCCS were taken on 19 non-consecutive days during 2012 - 2013 and include a variety of weather and clothing variation. The embedded [EXIF data](assets/uccs_camera_exif.csv) in the images reveal that the images were most likely taken at the following times: +The images in UCCS were taken on 18 non-consecutive days during 2012–2013. Analysis of the [EXIF data](assets/uccs_camera_exif.csv) embedded in original images reveal that most of the images were taken on Tuesdays, and the most frequent capture time throughout the week was 12:30PM. - + - + === columns 2 @@ -82,18 +78,18 @@ The images in UCCS were taken on 19 non-consecutive days during 2012 - 2013 and === end columns -#### Location +### Location -The location of the camera and subjects can be approximated using the *Bellingcat method*. The visual clues include the unique pattern of the sidewalk that is only used on UCCS Pedstrian Spine near the West Lawn, the two UCCS sign poles, the far wall of the parking garage, the No Parking sign and directionality of the arrow. The [original papers](https://www.semanticscholar.org/paper/Large-scale-unconstrained-open-set-face-database-Sapkota-Boult/07fcbae86f7a3ad3ea1cf95178459ee9eaf77cb1) also provides another clue: a [picture of the camera](https://www.semanticscholar.org/paper/Large-scale-unconstrained-open-set-face-database-Sapkota-Boult/07fcbae86f7a3ad3ea1cf95178459ee9eaf77cb1/figure/1) inside the office used to create the dataset. This provides a clear match for the facade of the Kraember Family Library and the green metal fence along the sidewalk. +The location of the camera and subjects can confirmed using the *Bellingcat method*. The visual clues that lead to location of the camera and subjects include the unique pattern of the sidewalk that is only used on the UCCS Pedestrian Spine near the West Lawn, the two UCCS sign poles with matching graphics still visible in Google Street View, the no parking sign and directionality of its arrow, the back of street sign next to it, the slight bend in the sidewalk, the presence of cars passing in the background of the image, and the far wall of the parking garage all match images in the dataset. The [original papers](https://www.semanticscholar.org/paper/Large-scale-unconstrained-open-set-face-database-Sapkota-Boult/07fcbae86f7a3ad3ea1cf95178459ee9eaf77cb1) also provides another clue: a [picture of the camera](https://www.semanticscholar.org/paper/Large-scale-unconstrained-open-set-face-database-Sapkota-Boult/07fcbae86f7a3ad3ea1cf95178459ee9eaf77cb1/figure/1) inside the office that was used to create the dataset. The window view in this image provides another match for the brick pattern on the north facade of the Kraember Family Library and the green metal fence along the sidewalk. View the [location on Google Maps](https://www.google.com/maps/place/University+of+Colorado+Colorado+Springs/@38.8934297,-104.7992445,27a,35y,258.51h,75.06t/data=!3m1!1e3!4m5!3m4!1s0x87134fa088fe399d:0x92cadf3962c058c4!8m2!3d38.8968312!4d-104.8049528) - + - + -#### Funding +### Funding -The Unconstrained College Students dataset is associated with two main research papers: "Large Scale Unconstrained Open Set Face Database" and "Unconstrained Face Detection and Open-Set Face Recognition Challenge". Collectively, these papers and the creation of the dataset have received funding from the following organizations: +The UnConstrained College Students dataset is associated with two main research papers: "Large Scale Unconstrained Open Set Face Database" and "Unconstrained Face Detection and Open-Set Face Recognition Challenge". Collectively, these papers and the creation of the dataset have received funding from the following organizations: - ONR (Office of Naval Research) MURI (The Department of Defense Multidisciplinary University Research Initiative) grant N00014-08-1-0638 - Army SBIR (Small Business Innovation Research) grant W15P7T-12-C-A210 @@ -102,6 +98,22 @@ The Unconstrained College Students dataset is associated with two main research - ODNI (Office of Director of National Intelligence) - IARPA (Intelligence Advance Research Projects Activity) R&D contract 2014-14071600012 +### Opting Out + +If you attended University of Colorado Colorado Springs and were captured by the long range surveillance camera used to create this dataset, there is unfortunately currently no way to be removed. The authors do not provide any options for students to opt-out nor were students informed they would be used for training face recognition. According to the authors, the lack of any consent or knowledge of participation is what provides part of the value of Unconstrained College Students Dataset. + +### Ethics + +Please direct any questions about the ethics of the dataset to the University of Colorado Colorado Springs [Ethics and Compliance Office](https://www.uccs.edu/compliance/) + +### Technical Details + +For further technical information about the dataset, visit the [UCCS dataset project page](https://vast.uccs.edu/Opensetface). + +## Under Development + +- adding more verified locations to map and charts +- add EXIF file to CDN ### Footnotes diff --git a/site/content/pages/datasets/ucf_selfie/assets/background.jpg b/site/content/pages/datasets/ucf_selfie/assets/background.jpg Binary files differdeleted file mode 100644 index 877133e5..00000000 --- a/site/content/pages/datasets/ucf_selfie/assets/background.jpg +++ /dev/null diff --git a/site/content/pages/datasets/ucf_selfie/assets/background_02.jpg b/site/content/pages/datasets/ucf_selfie/assets/background_02.jpg Binary files differdeleted file mode 100644 index 1e092f61..00000000 --- a/site/content/pages/datasets/ucf_selfie/assets/background_02.jpg +++ /dev/null diff --git a/site/content/pages/datasets/ucf_selfie/assets/index.jpg b/site/content/pages/datasets/ucf_selfie/assets/index.jpg Binary files differdeleted file mode 100644 index 4837f6e3..00000000 --- a/site/content/pages/datasets/ucf_selfie/assets/index.jpg +++ /dev/null diff --git a/site/content/pages/datasets/ucf_selfie/assets/index_02.jpg b/site/content/pages/datasets/ucf_selfie/assets/index_02.jpg Binary files differdeleted file mode 100644 index 524340d7..00000000 --- a/site/content/pages/datasets/ucf_selfie/assets/index_02.jpg +++ /dev/null diff --git a/site/content/pages/datasets/vgg_face2/assets/lfw_commercial_use.csv b/site/content/pages/datasets/vgg_face2/assets/lfw_commercial_use.csv deleted file mode 100644 index 70e2fdeb..00000000 --- a/site/content/pages/datasets/vgg_face2/assets/lfw_commercial_use.csv +++ /dev/null @@ -1,44 +0,0 @@ -"name_display","company_url","example_url","country","description" -"Aratek","http://www.aratek.co/","","China","Biometric sensors for telecom, civil identification, finance, education, POS, and transportation" -"Asaphus","https://asaphus.de/","","Germany","Face recognition for home appliances and autonomous vehicles interaction" -"Aureus","https://cyberextruder.com/biometric-face-recognition-software-use-cases/","","USA","Retail loss prevention solutions, biometric access control, law enforcement and safe city applications, gaming and hospitality applications" -"Baidu","http://research.baidu.com/institute-of-deep-learning/","https://www.newscientist.com/article/2113176-chinese-tourist-town-uses-face-recognition-as-an-entry-pass/","China","Retail payment, transportation, civil identification" -"Betaface","https://www.betaface.com/","","Germany","Web advertising and entertainment, video surveillance, security software, b2b software" -"Yi+AI","http://www.dress-plus.com/solution","","China","Scenario-based advertising, real-time personalized recommendation, character recognition for ads placement" -"CM-CV&AR","http://www.cloudminds.com/","","USA","Human augmented robot intelligence" -"Samtech","http://samtechinfonet.com/products_frs.php","","India","Facilities management, infrastructure support" -"ColorReco","http://www.colorreco.com/","","China","Face login verification, online payment security verification, access control system identity authentication and face recognition lock, mobile payment, driver fatigue recognition, virtual makeup" -"CloudWalk","www.cloudwalk.cn/","https://qz.com/africa/1287675/china-is-exporting-facial-recognition-to-africa-ensuring-ai-dominance-through-diversity/","China","Security and law enforcement. Being deployed in Zimbabwe" -"Cylltech","http://www.cylltech.com.cn/","","China","Conference management, social assistance, civil access, media orientation, precision marketing, scenic intelligence, tourism management" -"Dahua-FaceImage","https://www.dahuasecurity.com/","https://www.dahuasecurity.com/solutions/solutionsbyapplication/23","China","Public security, public access control, finance" -"Daream","http://www.daream.com","","China","Fatigue and distraction detection for autonomous vehicles" -"Deepmark","https://deepmark.ru/","","Russia","Workplace access control" -"Easen Electron","http://www.easen-electron.com","","China","Face recognition door locks for automobiles" -"Ever AI","https://ever.ai/","","USA","Law enforcement, smart cities, surveillance, building security, retail, payments, autonomous vehicles, grocery stores, enhanced marketing" -"Facebook (Face.com)","https://en.wikipedia.org/wiki/Face.com","","USA","Sold to facebook in 2012, and now incorporated into DeepFace" -"Face++","https://www.faceplusplus.com/","","China","Audience engagement analysis, interactive marketing, gaming, photo album processing, security for mobile payments" -"Faceall","http://www.faceall.cn/index.en.html","","China","Internet banking, insurance, automated surveillance, access control, photo refinement, avatar creation" -"Faceter","https://faceter.io","","USA","Workforce attendence reporting and analytics, home video surveillance, retail customer behavior, GPU mining compatible" -"Facevisa","http://www.facevisa.com","","China","Face detection, face key point positioning, living body certification, facial attribute analysis" -"Fujitsu R&D","https://www.fujitsu.com/cn/en/about/local/subsidiaries/frdc/","","Japan","Consumer cameras" -"SenseTime","https://www.sensetime.com/","","Hong Kong","Surveillance, access control, image retrieval, and automatic log-on for personal computer or mobile devices" -"Turing Robot","http://www.tuling123.com/","http://biz.turingos.cn/home","China","Emotion recognition and analysis for robots and toys, chatbots and digital assistants" -"NEC","https://www.nec.com/en/press/201407/global_20140716_01.html","https://arxiv.org/abs/1212.6094","Japan","Law enforcement, event crowd monitoring, used specificallfy by Metropolitan police in UK" -"Aurora","http://auroracs.co.uk/","","UK","Face recognition in airports for security, queue management, x-ray divestment tray linkage" -"VisionLabs","https://visionlabs.ai/","https://venturebeat.com/2016/07/07/russian-facial-recognition-startup-visionlabs-raises-5-5m-after-partnering-with-facebook-and-google/","Russia","Video surveillance, banking and finance, customer authentication for retail" -"Yunshitu","http://yunshitu.cn","","China","Security, Internet, broadcasting and other industries" -"Glasssix","http://www.glasssix.com/","","China","School attendance, workforce monitoring" -"Hisign","http://www.hisign.com.cn/en-us/index.aspx","https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapId=52323181","China","Criminal investigation information application, and financial big data risk prevention and control products in China" -"icarevision","http://www.icarevision.cn","https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapId=306707800","China","Video surveillance" -"IntelliVision","https://www.intelli-vision.com/facial-recognition/","https://www.bloomberg.com/profiles/companies/0080393D:US-intellivision-technologies-corp","USA","Smart homes and buildings, smart security, smart city, smart retail, Smart auto" -"Meiya Pico","https://meiyapico.com/","https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapId=117577345","China","Digital forensics and information security products and services in China" -"Orion Star","https://www.ainirobot.com/#sixthPage","https://www.prnewswire.com/news-releases/orionstar-wins-challenge-to-recognize-one-million-celebrity-faces-with-artificial-intelligence-300494265.html","China","Face recognition for robots and livestream video censoring" -"Pegatron","http://www.pegatroncorp.com","","China","Workforce attendance" -"PingAn AI Lab","http://www.pingan.com/","https://www.biometricupdate.com/201703/ping-an-technology-developing-ai-face-recognition-technology-with-record-results","China","Financial services, lending" -"ReadSense","http://www.readsense.ai/","","China","Access control, traffic analysis, crowd analysis, head counting, drone vision, home appliances, community surveillance, custom attention analysis" -"sensingtech","www.sensingtech.com.cn","","China","Workplace entrypoint authentication" -"TCIT","http://www.tcit-us.com/?p=4023","","Taiwan","Retail analytics, workplace access control" -"TerminAI","terminai.com","","China","Smart office, smart city, smart gym, smart medical, smart community" -"Uni-Ubi","http://uni-ubi.com/","","China","Facial recognition for education, business, community, construction" -"Tencent YouTu Lab","http://bestimage.qq.com/","","China","Consumer applications for automatic facial beauty" -"Yuntu WiseSight","http://www.facelab.cn/","","China","Intrusion alarm, access control, access control, electronic patrol, and network alarm. detect suspicious personnel, real-name authentication, and public security, customs, airports, railways and other government security agencies, electronic patrol"
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b/site/content/pages/datasets/vgg_face2/assets/lfw_names_gender_kg_min.csv deleted file mode 100644 index 1ff5f785..00000000 --- a/site/content/pages/datasets/vgg_face2/assets/lfw_names_gender_kg_min.csv +++ /dev/null @@ -1,5750 +0,0 @@ -description,gender,images,name -Canadian actress,f,1,AJ Cook -American actor,m,1,AJ Lamas -American actor,m,1,Aaron Eckhart -Professional baseball player,m,1,Aaron Guiel -Author,m,1,Aaron Patterson -American swimmer,m,4,Aaron Peirsol -Attorney,m,1,Aaron Pena -American screenwriter,m,2,Aaron Sorkin -American musical artist,m,1,Aaron Tippin -Diplomat,m,1,Abba Eban -Iranian film director,m,1,Abbas Kiarostami -Former Prime Minister of Iraq,m,1,Abdel Aziz Al-Hakim -,m,1,Abdel Madi Shabneh -,m,2,Abdel Nasser Assidi -Former President of Senegal,m,4,Abdoulaye Wade -,m,1,Abdul Majeed Shobokshi -Former Prime Minister of Malaysia,m,1,Abdul Rahman -Politician,m,1,Abdulaziz Kamilov -King of Saudi Arabia,m,4,Abdullah -Former Prime Minister of Malaysia,m,1,Abdullah Ahmad Badawi -Former President of Turkey,m,19,Abdullah Gul -Saudi chemist,m,1,Abdullah Nasseef -Qatari rally driver,m,3,Abdullah al-Attiyah -Turkish Politician,m,2,Abdullatif Sener -Colombian soccer player,m,1,Abel Aguilar -Former President of Costa Rica,m,4,Abel Pacheco -Iraqi military officer,m,3,Abid Hamid Mahmud Al-Tikriti -,m,1,Abner Martinez -Lawyer,m,1,Abraham Foxman -,m,1,Aby Har-Even -English singer,m,1,Adam Ant -Rugby union hooker,m,1,Adam Freier -,m,1,Adam Herbert -American baseball athlete,m,1,Adam Kennedy -Canadian ice hockey player,m,1,Adam Mair -American actor,m,1,Adam Rich -American actor,m,4,Adam Sandler -American actor,m,2,Adam Scott -Minister of Foreign Affairs of Saudi Arabia,m,3,Adel Al-Jubeir -,f,1,Adelina Avila -,m,1,Adisai Bodharamik -Mexican diplomat,m,3,Adolfo Aguilar Zinser -Former President of Argentina,m,2,Adolfo Rodriguez Saa -,m,1,Adoor Gopalakarishnan -Olympic athlete,m,1,Adrian Annus -Racing driver,m,1,Adrian Fernandez -Football player,m,2,Adrian McPherson -Football player,m,1,Adrian Murrell -Romanian Politician,m,2,Adrian Nastase -Model,f,1,Adriana Lima -,f,1,Adriana Perez Navarro -,f,1,Adrianna Zuzic -American actor,m,12,Adrien Brody -Actress,f,1,Afton Smith -Nigerian model,f,1,Agbani Darego -Brazilian Politician,m,1,Agnelo Queiroz -American actress,f,1,Agnes Bruckner -,m,1,Ahmad Jbarah -Afghan Political leader,m,2,Ahmad Masood -Actor,m,1,Ahmed Ahmed -Iraqi Politician,m,5,Ahmed Chalabi -Pakistani jurist,m,1,Ahmed Ghazi -,m,1,Ahmed Ibrahim Bilal -,m,1,Ahmed Lopez -Palestinian author,m,1,Ahmed Qureia -Austrian politician,m,1,Ahmet Demir -Former President of Turkey,m,2,Ahmet Necdet Sezer -Japanese tennis player,f,5,Ai Sugiyama -,f,3,Aicha El Ouafi -American-Irish actor,m,1,Aidan Quinn -American swimmer,f,1,Aileen Riggin Soule -Estonian politician,m,1,Ain Seppik -,m,1,Ainsworth Dyer -Indian actress,f,1,Aishwarya Rai -Spanish bicycler,m,2,Aitor Gonzalez -Basketball player,f,1,Aiysha Smith -Indian cricketer,m,1,Ajit Agarkar -CEO of Qatar Airways,m,1,Akbar Al Baker -Former President of Iran,m,3,Akbar Hashemi Rafsanjani -Deputy,m,3,Akhmed Zakayev -Japanese tennis player,f,1,Akiko Morigami -,m,1,Akmal Taher -Lawyer,m,1,Al Cardenas -Football coach,m,2,Al Davis -Former Vice President of the United States,m,8,Al Gore -Baseball player,m,1,Al Leiter -American actor,m,3,Al Pacino -American activist,m,7,Al Sharpton -Soccer player,m,1,Alain Cervantes -Monégasque chef,m,1,Alain Ducasse -English soccer player,m,2,Alan Ball -American lawyer,m,1,Alan Dershowitz -,m,1,Alan Dreher -Former Chair of the Federal Reserve of the United States,m,5,Alan Greenspan -Interim Chairman of the Board of Directors of Camillus House,m,1,Alan Greer -American singer-songwriter,m,1,Alan Jackson -American engineer,m,2,Alan Mulally -,m,1,Alan Stonecipher -Film actor,m,1,Alan Tang Kwong-wing -American baseball coach,m,1,Alan Trammell -Football player,m,1,Alan Zemaitis -American-Canadian singer-songwriter,f,1,Alanis Morissette -American actress,f,1,Alanna Ubach -Scottish judge,m,5,Alastair Campbell -Scottish executive,m,1,Alastair Johnston -,m,1,Albaro Recoba -American actor,m,1,Albert Brooks -Tennis player,m,6,Albert Costa -Tennis player,m,1,Albert Montanes -Baseball first baseman,m,1,Albert Pujols -Actress,f,1,Alberta Lee -Argentine soccer player,m,1,Alberto Acosta -Politician,m,2,Alberto Fujimori -United States Attorney General,m,1,Alberto Gonzales -Spanish Politician,m,2,Alberto Ruiz Gallardon -Italian actor,m,1,Alberto Sordi -,m,2,Albrecht Mentz -Soccer player,m,2,Aldo Paredes -American actor,m,4,Alec Baldwin -,m,1,Alecos Markides -Uruguayan lawyer,m,2,Alejandro Atchugarry -Mexican actor,m,3,Alejandro Avila -Mexican singer,m,1,Alejandro Fernandez -Mexican film director,m,1,Alejandro Gonzalez Inarritu -Uruguayan soccer player,m,1,Alejandro Lembo -Argentine musician,m,1,Alejandro Lerner -Actor,m,1,Alejandro Lopez -President of Peru,m,39,Alejandro Toledo -British-Sudanese model,f,1,Alek Wek -Former President of Poland,m,4,Aleksander Kwasniewski -,m,1,Aleksander Voloshin -,f,1,Alessandra Cerna -Italian football manager,m,1,Alessandro Nesta -Brazilian motorcycle road racer,m,2,Alex Barros -Baseball player,m,1,Alex Cabrera -Professional golfer,m,1,Alex Cejka -Tennis player,m,1,Alex Corretja -Former soccer player,m,1,Alex Ferguson -Spanish actor,m,1,Alex Gonzalez -Television producer,m,1,Alex Holmes -German basketball player,m,1,Alex King -,m,2,Alex Penelas -Swimmer,m,1,Alex Popov -American Politician,f,3,Alex Sink -,m,1,Alex Wallau -Italian racing driver,m,1,Alex Zanardi -,f,1,Alexa Loren -American actress,f,1,Alexa Vega -Former Member of the Australian House of Representatives,m,4,Alexander Downer -Russian-Soviet diplomat,m,4,Alexander Losyukov -President of Belarus,m,1,Alexander Lukashenko -American film director,m,1,Alexander Payne -Diplomat,m,2,Alexander Rumyantsev -British swimmer,f,1,Alexandra Jackson -American journalist,f,1,Alexandra Pelosi -,f,1,Alexandra Rozovskaya -Breaststroke swimmer,f,1,Alexandra Spann -Tennis player,f,3,Alexandra Stevenson -,f,2,Alexandra Vodjanikova -Canadian ice hockey player,m,1,Alexandre Daigle -Canadian diver,m,1,Alexandre Despatie -Brazilian fashion designer,m,1,Alexandre Herchcovitch -General manager of the Team Astana,m,1,Alexandre Vinokourov -American actress,f,1,Alexis Bledel -,m,1,Alexis Dennisoff -Mexican film director,m,1,Alfonso Cuaron -Guatemalan Politician,m,1,Alfonso Portillo -Baseball second baseman,m,1,Alfonso Soriano -American businessman,m,1,Alfred Ford -Maltese Politician,m,1,Alfred Sant -Argentine-Mexican soccer player,m,1,Alfredo Moreno -Venezuelan journalist,m,1,Alfredo Pena -Soccer player,m,1,Alfredo di Stefano -Warrior,m,2,Ali Abbas -Former President of the Yemen Arab Republic,m,1,Ali Abdullah Saleh -,m,1,Ali Adbul Karim Madani -Macedonian Politician,m,1,Ali Ahmeti -,m,1,Ali Bin Hussein -Iranian Politician,m,1,Ali Fallahian -,m,1,Ali Hammoud -Supreme Leader of Iran,m,3,Ali Khamenei -,m,1,Ali Mohammed Maher -,m,8,Ali Naimi -Nurse,f,2,Alice Fisher -Softball player,f,1,Alicia Hollowell -American singer-songwriter,f,1,Alicia Keys -Australian tennis player,f,1,Alicia Molik -American actress,f,2,Alicia Silverstone -American actress,f,1,Alicia Witt -Businessman,m,2,Alimzhan Tokhtakhounov -Russian gymnast,f,1,Alina Kabaeva -Jean Chrétien's wife,f,1,Aline Chretien -,f,1,Alisha Richman -American singer,f,1,Alison Krauss -American actress,f,2,Alison Lohman -Justice,m,1,Alistair MacDonald -American basketball player,m,1,Allan Houston -,m,1,Allan Kemakeza -Peruvian diplomat,m,1,Allan Wagner -American basketball player,m,2,Allen Iverson -"Island in Salisbury, Massachusetts",m,1,Allen Rock -American actress,f,2,Allison Janney -,m,1,Allison Searing -American actress,f,1,Ally Sheedy -American track and field athlete,f,5,Allyson Felix -American audiologist,f,1,Alma Powell -,m,1,Almeida Baptista -American basketball player,m,1,Alonzo Mourning -Businessman,m,3,Alvaro Noboa -Venezuelan lawyer,m,4,Alvaro Silva Calderon -Former President of Colombia,m,35,Alvaro Uribe -Sports commentator,f,1,Aly Wagner -,f,1,Alyse Beaupre -American actress,f,1,Alyson Hannigan -American swimmer,f,2,Amanda Beard -American actress,f,4,Amanda Bynes -South African tennis player,f,2,Amanda Coetzer -Fictional character,f,1,Amanda Marsh -,f,1,Amanda Plumer -,f,1,Amber Frey -American actress,f,2,Amber Tamblyn -,m,1,Ambrose Lee -Dominican actress,f,7,Amelia Vega -French tennis player,f,21,Amelie Mauresmo -Iraqi chemist,m,4,Amer al-Saadi -,f,1,Amporn Falise -Egyptian Politician,m,1,Amr Moussa -Israeli Politician,m,2,Amram Mitzna -American actress,f,1,Amy Brenneman -Judoka,f,1,Amy Cotton -Dramaturge,f,1,Amy Gale -American business executive,f,1,Amy Pascal -American actress,f,1,Amy Redford -American actress,f,1,Amy Smart -American actress,f,1,Amy Yasbeck -,m,1,AnFernce Negron -Mexican actress,f,1,Ana Claudia Talancon -Senator of the Mexican Republic,f,7,Ana Guevara -Researcher,f,1,Ana Isabel Sanchez -Foreign minister,f,8,Ana Palacio -Carlos Salinas de Gortari's wife,f,1,Ana Paula Gerard -,f,1,Ana Sebastiao -Olympic athlete,f,1,Anastasia Kelesidou -Tennis player,f,3,Anastasia Myskina -Former First Vice Prime Minister of Ukraine,m,1,Anatoliy Kinakh -,m,3,Anders Ebbeson -Former Prime Minister of Denmark,m,4,Anders Fogh Rasmussen -Brazilian basketball player,m,1,Anderson Varejao -American tennis player,m,36,Andre Agassi -Swiss olympic athlete,m,1,Andre Bucher -Bobsledder,m,1,Andre Lange -Football offensive tackle,m,1,Andre Smith -French screenwriter,m,1,Andre Techine -Italian singer-songwriter,m,1,Andrea Bocelli -Singaporean actress,f,1,Andrea De Cruz -,f,1,Andrea Kiser -,f,1,Andrea Yates -Tennis player,m,1,Andreas Vinciguerra -Film director,m,1,Andrei Konchalovsky -Belarusian olympic athlete,m,2,Andrei Mikhnevich -,m,1,Andrei Nikolishin -Soccer player,m,1,Andres DAlessandro -President of Mexico,m,1,Andres Manuel Lopez Obrador -Former President of Colombia,m,1,Andres Pastrana -Fictional character,m,1,Andrew Bernard -,m,2,Andrew Bunner -,m,1,Andrew Caldecott -Governor of New York,m,2,Andrew Cuomo -Criminal,m,1,Andrew Fastow -American TV personality,m,1,Andrew Firestone -British journalist,m,1,Andrew Gilligan -American filmmaker,m,1,Andrew Jarecki -,m,1,Andrew Luster -New Zealand screenwriter,m,2,Andrew Niccol -,m,1,Andrew Sabey -,m,1,Andrew Shutley -American attorney,m,3,Andrew Weissmann -,m,1,Andrew Wetzler -,m,1,Andrzej Tyszkiewicz -Baseball player,m,1,Andy Benes -,m,1,Andy Bryant -American comedian,m,1,Andy Dick -American-Cuban actor,m,1,Andy Garcia -Football manager,m,1,Andy Graves -American comedy series,m,1,Andy Griffith -American musical artist,m,1,Andy Griggs -,m,2,Andy Hebb -Actor,m,1,Andy Lau -,m,1,Andy Madikians -American professional golfer,m,1,Andy North -Film editor,m,1,Andy Perez -American tennis player,m,15,Andy Roddick -American television writer,m,1,Andy Rooney -American artist,m,1,Andy Warhol -,m,1,Andy Wisecarver -American mechanical engineer,f,1,Anette Hosoi -,m,1,Angel Lockward -Argentine Politician,m,1,Angel Maza -American actress,f,1,Angela Alvarado Rosa -American actress,f,6,Angela Bassett -Actress,f,2,Angela Lansbury -,f,1,Angela Mascia-Frye -Chancellor of Germany,f,5,Angela Merkel -Juan Francisco Estrada's mother,f,1,Angelica Romero -Actress,f,20,Angelina Jolie -,m,1,Angelo Genova -,m,4,Angelo Reyes -,f,1,Angie Arzola -American radio personality,f,1,Angie Martinez -Former Chief of Government of Buenos Aires,m,3,Anibal Ibarra -,m,1,Anil Ramsook -Olympic athlete,f,1,Anita DeFrantz -Swedish alpine skier,f,1,Anja Paerson -,m,1,Anjum Hussain -,f,1,Ann Godbehere -American columnist,f,1,Ann Landers -American television actress,f,1,Ann Morgan -Former United States Secretary of Agriculture,f,11,Ann Veneman -Olympic athlete,f,1,Anna Chicherova -American actress,f,1,Anna Faris -Author,f,1,Anna Jones -Russian tennis player,f,12,Anna Kournikova -American model,f,2,Anna Nicole Smith -,f,1,Anne Cavers -American basketball player,f,1,Anne Donovan -American actress,f,1,Anne Heche -American economist,f,3,Anne Krueger -Canadian Politician,f,3,Anne McLellan -,f,1,Anne ONeil -Finnish Politician,f,2,Anneli Jaatteenmaki -American actress,f,2,Annette Bening -Politician,f,3,Annette Lu -,f,1,Annie-Jeanne Reynaud -Actress,f,1,Annie Chaplin -,f,1,Annie Machon -American-Swedish professional golfer,f,1,Annika Sorenstam -Lithuanian Politician,m,1,Antanas Valionis -Football wide receiver,m,1,Anthony Carter -,m,1,Anthony Corso -American swimmer,m,1,Anthony Ervin -Immunologist,m,2,Anthony Fauci -Brazilian Politician,m,1,Anthony Garotinho -,m,1,Anthony Hazen -Actor,m,2,Anthony Hopkins -Australian actor,m,2,Anthony LaPaglia -,m,1,Anthony Lee Johnson -Actor,m,1,Anthony Mazur -Aaron Pico's father,m,1,Anthony Pico -,m,1,Anthony Pisciotti -,m,1,Anthony Principi -,m,1,Anthony Rackauckas -,m,1,Anthony Scott Miller -German swimmer,f,1,Antje Buschschulte -Journalist,m,1,Anton Balasingham -Actor,m,5,Antonio Banderas -American-Italian academic,m,1,Antonio Bernardo -Italian soccer player,m,1,Antonio Cassano -Italian actor,m,1,Antonio Catania -Salvadoran Politician,m,1,Antonio Elias Saca -Physician,m,8,Antonio Palocci -Officer,m,3,Antonio Trillanes -Businessman,m,4,Antony Leung -American boxer,m,1,Antwun Echols -Party leader of the People's Justice Party,m,2,Anwar Ibrahim -,m,1,Anzori Kikalishvili -Film actress,f,1,Aparna Pillai -,m,1,Aram Adler -Spanish tennis player,f,2,Arantxa Sanchez-Vicario -American singer-songwriter,f,1,Aretha Franklin -French businessperson,m,1,Ari Bousbib -Former White House Press Secretary,m,13,Ari Fleischer -American-Greek author,f,4,Arianna Huffington -Soccer player,m,1,Arie Haan -Former Prime Minister of Israel,m,77,Ariel Sharon -American-Turkish musical artist,m,1,Arif Mardin -Former United States Senator,m,3,Arlen Specter -,m,1,Armand Sargen -,m,1,Armando Avila Panchame -Lawyer,m,1,Armando Calderon Sol -Colombian soccer player,m,1,Armando Carrillo -Economist,m,6,Arminio Fraga -Tennis player,m,2,Arnaud Clement -Managing Partner of the Lagardère Group,m,1,Arnaud Lagardere -,m,1,Arnie Boehm -American professional golfer,m,3,Arnold Palmer -Former Governor of California,m,42,Arnold Schwarzenegger -British journalist,m,1,Arnold Scott -International lawyer,m,5,Arnoldo Aleman -American mechanical engineer,m,2,Aron Ralston -Actress,f,2,Arsinee Khanjian -"College in New York City, New York",m,1,Art Cooper -,m,2,Art Hoffmann -Coach,m,4,Art Howe -Professional baseball player,m,1,Art Lopez -American rapper,m,1,Arthur Johnson -American musical artist,m,1,Arthur Martinez -,m,1,Artieas Shanks -Canadian-Italian professional boxer,m,3,Arturo Gatti -Israeli diplomat,m,2,Arye Mekel -Governor of Arkansas,m,2,Asa Hutchinson -,m,1,Ascencion Barajas -Empire,f,5,Ashanti -,f,1,Ashlea Talbot -American actress,f,1,Ashley Judd -American fashion designer,f,1,Ashley Olsen -American gymnast,f,1,Ashley Postell -,m,1,Ashraf Alasmar -President of Afghanistan,m,1,Ashraf Ghani -American actor,m,3,Ashton Kutcher -Former President of Pakistan,m,1,Asif Ali Zardari -,m,1,Asif Hanif -Kyrgyz Politician,m,1,Askar Akayev -President of Syria,f,1,Asmaa Assad -,m,1,Assad Ahmadi -Senegalese basketball player,f,1,Astou Ndiaye-Diatta -Íngrid Betancourt's sister,f,1,Astrid Betancourt -,f,1,Astrid Eyzaguirre -Former Prime Minister of India,m,24,Atal Bihari Vajpayee -Iranian historian,m,1,Ataollah Mohajerani -,f,1,Atiabet Ijan Amabel -Stage director,m,1,Atom Egoyan -Japanese singer-songwriter,m,1,Atsushi Sato -Canadian swimmer,f,1,Audrey Lacroix -French basketeer,f,1,Audrey Sauret -,m,4,Augustin Calleri -Former President of Chile,m,2,Augusto Pinochet -Paraguayan novelist,m,2,Augusto Roa Bastos -State Counsellor of Myanmar,f,2,Aung San Suu Kyi -Baseball outfielder,m,1,Austin Kearns -Singer-songwriter,f,1,Avril Lavigne -Author,m,1,Azmi Bishara -Dutch-Turkish actress,f,4,Azra Akin -American singer,m,1,BB King -Former President of Indonesia,m,1,BJ Habibie -American professional baseball player,m,1,Babe Ruth -,m,1,Baburam Bhattari -,m,1,Bak Chang-Ryun -American actress,f,1,Barbara Bach -American-German designer,f,1,Barbara Becker -American diplomat,f,1,Barbara Bodine -Former United States Senator,f,1,Barbara Boxer -Slovenian lawyer,f,2,Barbara Brezigar -,f,1,Barbara De Brun -,f,1,Barbara Esbin -,f,1,Barbara Felt-Miller -Former Governor of Oregon,f,1,Barbara Roberts -American broadcaster,f,4,Barbara Walters -Czech tennis player,f,1,Barbora Strycova -American singer-songwriter,f,3,Barbra Streisand -Ice hockey defenceman,m,2,Barrett Jackman -Football coach,m,2,Barry Alvarez -American professional baseball player,m,1,Barry Bonds -American basketball coach,m,1,Barry Collier -Chairman of IAC,m,1,Barry Diller -Film actor,m,1,Barry Ford -American basketball coach,m,1,Barry Hinson -,m,1,Barry Nakell -Former football player,m,1,Barry Switzer -American actor,m,1,Barry Williams -American musician,m,2,Barry Zito -American film director,m,1,Bart Freundlich -Football player,m,1,Bart Hendricks -Olympic athlete,m,1,Bartosz Kizierowski -Saddam Hussein's brother,m,1,Barzan al-Tikriti -Former Member of the Trinidad and Tobago Parliament,m,1,Basdeo Panday -President of Syria,m,4,Bashar Assad -Australian writer,m,1,Baz Luhrmann -French actress,f,1,Beatrice Dalle -Defender,f,1,Beatriz Merino -American musician,m,1,Beecher Ray Kirby -Former Prime Minister of Bangladesh,f,2,Begum Khaleda Zia -American-Romanian coach,m,1,Bela Karolyi -American actor,m,7,Ben Affleck -,m,1,Ben Betts -American basketball coach,m,1,Ben Braun -American musician,m,1,Ben Broussard -Canadian football player,m,1,Ben Cahoon -Former United States Representative,m,1,Ben Chandler -Rugby player,m,1,Ben Cohen -American professional golfer,m,3,Ben Curtis -"High school in Indianapolis, Indiana",m,1,Ben Davis -,m,2,Ben Glisan -American basketball coach,m,4,Ben Howland -Actor,m,1,Ben Kingsley -Australian musician,m,1,Ben Lee -American writer,m,1,Ben Stein -American basketball player,m,1,Ben Wallace -Former Prime Minister of Pakistan,f,5,Benazir Bhutto -Brazilian Politician,f,1,Benedita da Silva -Actor,m,1,Benicio Del Toro -Professional baseball player,m,1,Benito Santiago -Actor,m,1,Benjamin Bratt -Founding Father of the United States,m,1,Benjamin Franklin -Spanish soccer player,m,1,Benjamin Martinez -American actor,m,1,Benjamin McKenzie -Prime Minister of Israel,m,5,Benjamin Netanyahu -Fred Neulander's son,m,1,Benjamin Neulander -American actress,f,1,Bernadette Peters -Businessman,m,1,Bernard Ebbers -French actor,m,1,Bernard Giraudeau -American police officer,m,1,Bernard Kerik -Lawyer,m,4,Bernard Landry -Viscount Montgomery of Alamein,m,5,Bernard Law -Canadian lawyer,m,2,Bernard Lord -Attorney at law,m,1,Bernard Siegel -Mexican olympic athlete,m,2,Bernardo Segura -,f,1,Bernice Wong -Former Taoiseach,m,5,Bertie Ahern -Film director,m,2,Bertrand Bonello -French Politician,m,1,Bertrand Delanoe -,f,1,Beth Blough -Actress,f,2,Beth Jones -,f,1,Betsy Coffin -Herbert Smith's mother,f,2,Betsy Smith -French photographer,f,1,Bettina Rheims -,f,1,Betty Garrison -,f,1,Betty Williams -American singer-songwriter,f,1,Beyonce Knowles -Actress,f,1,Bianca Jagger -,m,3,Bijan Darvish -Iranian Politician,m,2,Bijan Namdar Zangeneh -Turkish businessman,m,1,Bilal Erdogan -Politician,f,3,Biljana Plavsic -General Manager of the New England Patriots,m,2,Bill Belichick -Former American senator,m,1,Bill Bradley -American cinematographer,m,1,Bill Butler -,m,1,Bill Byrne -American singer-songwriter,m,3,Bill Callahan -American basketball coach,m,1,Bill Carmody -American basketball player,m,1,Bill Cartwright -Baseball player,m,1,Bill Clancy -42nd U.S. President,m,29,Bill Clinton -Football coach,m,1,Bill Curry -Football coach,m,1,Bill Doba -,m,1,Bill Duffey -American race car driver,m,1,Bill Elliott -American basketball coach,m,1,Bill Fennelly -Former United States Senator,m,9,Bill Frist -American business magnate,m,17,Bill Gates -American impresario,m,9,Bill Graham -American ice hockey player,m,1,Bill Guerin -American basketball coach,m,1,Bill Herrion -American trombonist,m,1,Bill Hughes -American sports announcer,m,1,Bill King -American coach,m,1,Bill Kollar -Film producer,m,1,Bill Kong -Lawyer,m,1,Bill Lerach -American comedian,m,1,Bill Maher -American editorial cartoonist,m,1,Bill Mauldin -American lawyer,m,10,Bill McBride -United States Senator,m,2,Bill Nelson -American journalist,m,1,Bill OReilly -Football coach,m,2,Bill Parcells -American professional baseball player,m,1,Bill Parsons -American actor,m,4,Bill Paxton -Judge,m,1,Bill Pryor -,m,1,Bill Rainer -,m,1,Bill Readdy -Former Governor of New Mexico,m,1,Bill Richardson -Basketball coach,m,1,Bill Self -American businessman,m,15,Bill Simon -Writer,m,2,Bill Sizemore -American swimmer,m,1,Bill Stapleton -American professional baseball player,m,1,Bill Stein -American basketball player,m,1,Bill Walton -American professional golfer,m,1,Billy Andrade -Executive Vice President of the Oakland Athletics,m,1,Billy Beane -American actor,m,1,Billy Bob Thornton -Actor,m,1,Billy Boyd -American-Filipino singer,m,1,Billy Crawford -American actor,m,6,Billy Crystal -American basketball coach,m,1,Billy Donovan -American basketball player,m,1,Billy Edelin -American singer,m,1,Billy Gilman -American evangelist,m,2,Billy Graham -American singer-songwriter,m,1,Billy Joel -,m,1,Billy Rork -,m,2,Billy Sollie -,m,1,Billy Tibbets -American singer,m,1,Bing Crosby -Israeli Politician,m,7,Binyamin Ben-Eliezer -American basketball player,m,1,Bison Dele -French soccer player,m,1,Bixente LIzarazu -Filipino journalist,m,1,Blas Ople -American actress,f,2,Blythe Danner -Olympic athlete,f,2,Blythe Hartley -Football head coach,m,2,Bo Pelini -American basketball coach,m,2,Bo Ryan -Author,m,1,Bob Alper -Former United States Representative,m,2,Bob Beauprez -Commissioner of Big 12 Conference football,m,1,Bob Bowlsby -,m,1,Bob Cantrell -,m,2,Bob Colvin -American naval officer,m,1,Bob Crippen -American dancer,m,1,Bob Curtis -American Politician,m,3,Bob Dole -,m,1,Bob Eskridge -Washington Attorney General,m,1,Bob Ferguson -Irish singer-songwriter,m,2,Bob Geldof -Author,m,1,Bob Goldman -Former Governor of Florida,m,6,Bob Graham -American photographer,m,1,Bob Guccione -Canadian ice hockey coach,m,1,Bob Hartley -Olympic athlete,m,1,Bob Hayes -,m,1,Bob Herz -Former Governor of Missouri,m,1,Bob Holden -Comedian,m,8,Bob Hope -American basketball coach,m,4,Bob Huggins -Chief Executive Officer of Disney,m,1,Bob Iger -Former U.S. Representative,m,1,Bob Krueger -American baseball manager,m,1,Bob Melvin -United States Senator,m,1,Bob Menendez -American stand-up comedian,m,1,Bob Newhart -Football coach,m,1,Bob Petrino -Former Governor of Alabama,m,1,Bob Riley -Football coach,m,7,Bob Stoops -,m,1,Bob Sulkin -American Politician,m,1,Bob Taft -American lawyer,m,1,Bob Wright -Football coach,m,1,Bobby Bowden -,m,2,Bobby Goldwater -American basketball player,m,1,Bobby Jackson -Professional baseball player,m,1,Bobby Kielty -Soccer player,m,2,Bobby Robson -French-Guinean soccer player,m,1,Bobo Balde -American alpine ski racer,m,2,Bode Miller -Editor,f,1,Bonnie Fuller -American comedienne,f,1,Bonnie Hunt -Irish singer-songwriter,m,3,Bono -Tennis player,m,6,Boris Becker -Government official,m,2,Boris Berezovsky -German athlete,m,1,Boris Henry -American-Russian businessman,m,1,Boris Jordan -"Sports arena in Skopje, Macedonia (FYROM)",m,1,Boris Trajkovski -Former Russian President,m,2,Boris Yeltsin -Egyptian Politician,m,1,Boutros Boutros Ghali -Football wide receiver,m,1,Brad Alexander Smith -Indoor football quarterback,m,1,Brad Banks -American basketball coach,m,1,Brad Brownell -American stand-up comedian,m,4,Brad Garrett -Canadian curler,m,1,Brad Gushue -Football quarterback,m,5,Brad Johnson -Baseball infielder,m,1,Brad Miller -American actor,m,1,Brad Pitt -,m,1,Brad Russ -Soccer player,m,1,Brad Smith -American musician,m,1,Brad Wilk -Baseball pitcher,m,1,Brady Rodgers -Indian diplomat,m,1,Brajesh Mishra -American singer,m,1,Brandon Boyd -,m,1,Brandon Fails -Former child actor,m,1,Brandon Hammond -Baseball third baseman,m,1,Brandon Inge -American actor,m,1,Brandon Jones -American basketball player,m,1,Brandon Knight -Baseball player,m,1,Brandon Larson -Football wide receiver,m,1,Brandon Lloyd -American sportswriter,m,1,Brandon Robinson -,m,1,Brandon Spann -American professional baseball player,m,1,Brandon Webb -Former Prime Minister of the Republic of Macedonia,m,3,Branko Crvenkovski -Actor,m,1,Brawley King -,f,1,Brenda Magana -,f,1,Brenda Wilson -,f,1,Brenda van Dam -American-Canadian actor,m,1,Brendan Fraser -American race car driver,m,1,Brendan Gaughan -American swimmer,m,2,Brendan Hansen -Former football player,m,1,Brendan Stai -,m,1,Brennon Leighton -,m,1,Brent Coles -Baseball player,m,1,Brett Boone -Swimmer,m,1,Brett Hawke -American-Canadian ice hockey player,m,1,Brett Hull -,m,1,Brett Perry -Coach,m,1,Brian Billick -Ice hockey defenceman,m,1,Brian Campbell -General Manager of the New York Yankees,m,1,Brian Cashman -Screenwriter,m,1,Brian Clemens -American basketball player,m,1,Brian Cook -Former Taoiseach,m,2,Brian Cowen -American film director,m,1,Brian De Palma -,m,1,Brian Florence -,m,1,Brian Grazier -American basketball coach,m,1,Brian Gregory -Football quarterback,m,2,Brian Griese -American actor,m,2,Brian Heidik -American puppeteer,m,1,Brian Henson -Baseball player,m,1,Brian Jordan -Irish coach,m,1,Brian Kerr -Trinidadian cricketer,m,1,Brian Lara -Politician,m,1,Brian McIntyre -,m,1,Brian Meadors -Former Prime Minister of Canada,m,2,Brian Mulroney -Olympic athlete,m,1,Brian Olson -,m,1,Brian Pavlich -American basketball player,m,1,Brian Scalabrine -Baseball catcher,m,1,Brian Schneider -,m,1,Brian StPierre -,m,1,Brian Van Dusen -Rock band,m,1,Brian Weaver -,m,2,Brian Wells -American journalist,m,1,Brian Williams -American actress,f,3,Bridget Fonda -American actress,f,3,Bridgette Wilson-Sampras -French chemist,f,2,Brigitte Boisselier -American singer-songwriter,f,14,Britney Spears -American actress,f,1,Brittany Snow -Football player,m,1,Brock Berlin -Professional baseball pitcher,m,1,Bronson Arroyo -,m,1,Brook Robinson -American actress,f,1,Brooke Adams -,f,1,Brooke Gordon -American actress,f,2,Brooke Shields -American coach,m,1,Bruce Arena -,m,1,Bruce Gebhardt -American attorney,m,1,Bruce Lunsford -American television director,m,1,Bruce Paltrow -American singer-songwriter,m,4,Bruce Springsteen -,m,2,Bruce Van De Velde -American photographer,m,2,Bruce Weber -American actor,m,1,Bruce Willis -Brazilian tennis player,f,1,Bruna Colosio -,m,1,Bruno Junquiera -Canadian singer-songwriter,m,1,Bryan Adams -,m,1,Bryan Chui -Mathematician,m,1,Bryan Cooley -Canadian ice hockey coach,m,1,Bryan Murray -Football player,m,1,Bryan Thomas -American coach,m,1,Bryant Young -,m,1,Bryce Carmine -Baseball manager,m,1,Buck Rodgers -American commissioner of baseball,m,4,Bud Selig -American screenwriter,m,1,Budd Schulberg -Football coach,m,1,Buddy Ryan -,m,1,Buford Blount -Turkish Politician,m,6,Bulent Ecevit -,m,1,Bustam A Zedan Aljanabi -Football coach,m,2,Butch Davis -,m,1,Buzz Hargrove -American basketball coach,m,2,Byron Scott -,m,1,Cabas -Brazilian actor,m,1,Caio Blat -American basketball player,m,1,Calbert Cheaney -American actress,f,6,Calista Flockhart -American athlete,m,1,Calvin Harrison -,m,1,Calvin Joseph Coleman -American actress,f,6,Cameron Diaz -,f,2,Camilla Parker Bowles -,f,1,Camille Colvin -Fictional character,f,1,Camille Lewis -American actress,f,1,Camryn Manheim -Maurice Sutton's sister,f,1,Candace Sutton -,f,1,Candice Beatty -Actress,f,3,Candice Bergen -Professional golfer,f,4,Candie Kung -American actress,f,1,Carey Lowell -,f,1,Cari Davis -Swedish professional golfer,f,1,Carin Koch -Actress,f,1,Carina Lau Ka-ling -Former United States Senator,m,1,Carl Levin -,m,1,Carl Pope -American comedian,m,2,Carl Reiner -Prosecutor,f,5,Carla Del Ponte -,f,1,Carla Gay Balingit -American actress,f,1,Carla Gugino -Athlete,f,1,Carla Moreno -,f,2,Carla Myers -,f,1,Carla Sullivan -Actress,f,1,Carla Tricoli -Italian soccer player,m,3,Carlo Ancelotti -Former Prime Minister of Italy,m,1,Carlo Azeglio Ciampi -Brazilian soccer player,m,1,Carlos Alberto -Brazilian football manager,m,1,Carlos Alberto Parreira -Puerto Rican basketball player,m,1,Carlos Arroyo -Mexican football manager,m,1,Carlos Barra -Argentina screenwriter,m,1,Carlos Barragan -Baseball outfielder,m,1,Carlos Beltran -Argentine soccer player,m,2,Carlos Bianchi -Actor,m,1,Carlos De Abreu -,m,1,Carlos Fasciolo -CEO of Renault,m,2,Carlos Ghosn -,m,1,Carlos Iturgaitz -Argentine Politician,m,1,Carlos Juarez -,m,1,Carlos Lordkipanitse -Cuban singer,m,3,Carlos Manuel Pruneda -Former President of Argentina,m,21,Carlos Menem -Bolivian historian,m,2,Carlos Mesa -Tennis player,m,19,Carlos Moya -Political leader,m,3,Carlos Ortega -,m,1,Carlos Paternina -Football manager,m,1,Carlos Queiroz -Politician,m,2,Carlos Quintanilla Schmidt -Former Vice President of Argentina,m,1,Carlos Ruckauf -Guatemalan soccer player,m,3,Carlos Ruiz -Former President of Mexico,m,1,Carlos Salinas -,m,1,Carlos Savedra -Colombian singer-songwriter,m,4,Carlos Vives -Jamaican cricketer,m,1,Carlton Baugh -American basketball player,m,1,Carlton Dotson -American businesswoman,f,3,Carly Fiorina -American tennis player,f,1,Carly Gullickson -American glamour model,f,6,Carmen Electra -American television show,f,2,Carol Burnett -,f,1,Carol Carmody -Former United States Senator,f,2,Carol Moseley Braun -,m,1,Carol Niedermayer -Concert organist,f,1,Carol Williams -American-Colombian diplomat,f,1,Carolina Barco -Swedish athlete,f,3,Carolina Kluft -Swimmer,f,2,Carolina Moraes -Canadian actress,f,1,Caroline Dhavernas -American author,f,3,Caroline Kennedy -Film director,f,1,Caroline Link -Canadian singer-songwriter,f,3,Carolyn Dawn Johnson -Judge,f,1,Carolyn Kuhl -Canadian actress,f,5,Carrie-Anne Moss -,m,1,Carroll Weimer -American television host,m,2,Carson Daly -Football quarterback,m,4,Carson Palmer -,f,1,Casey Crowder -American race car driver,m,1,Casey Mears -American Politician,m,1,Cass Ballenger -,f,1,Cassandra Heise -,f,1,Casy Preslar -Australian actress,f,4,Cate Blanchett -Actress,f,1,Catherine Bell -French actress,f,5,Catherine Deneuve -,f,1,Catherine Donkers -Kenyan olympic athlete,f,1,Catherine Ndereba -Actress,f,1,Catherine Woodard -Actress,f,11,Catherine Zeta-Jones -,f,1,Cathryn Crawford -,f,1,Cathy Chisholm -Canadian curler,f,1,Cathy Cunningham -Australian sprinter,f,2,Cathy Freeman -Canadian speed skater,f,1,Catriona Le May Doan -Belgian actress,f,1,Cecile de France -Chilean actress,f,3,Cecilia Bolocco -Actress,f,1,Cecilia Chang -Actress,f,1,Cecilia Cheung -Football running back,m,1,Cedric Benson -Singer,f,1,Celia Cruz -Canadian singer,f,8,Celine Dion -Brazilian diplomat,m,2,Celso Amorim -Brazilian jurist,m,1,Celso Lafer -Turkish Politician,m,1,Cemil Cicek -Former President of Colombia,m,8,Cesar Gaviria -Brazilian Politician,m,2,Cesar Maia -,m,1,Cha Yung-gu -Film director,f,1,Chadha Gurinder -Algerian Political figure,m,2,Chakib Khelil -Legislator,m,1,Chan Choi -Football coach,m,3,Chan Gailey -Baseball pitcher,m,1,Chan Ho Park -American announcer,m,1,Chance Mock -American tennis player,f,5,Chanda Rubin -Sri Lankan Politician,f,1,Chandrika Kumaratunga -Former Acting Prime Minister of South Korea,m,2,Chang Dae-whan -Boy band,m,1,Chang Jae On -,f,1,Chang Saio-yue -Former Acting Prime Minister of South Korea,f,1,Chang Sang -Warlord,m,1,Chang Tso -,f,1,Chante Jawan Mallard -,f,1,Charla Moye -Former United States Trade Representative,f,1,Charlene Barshefsky -Surgeon,m,1,Charles Bell -Actor,m,3,Charles Bronson -,m,1,Charles Chandler IV -Actor,m,1,Charles Cope -United States Senator,m,2,Charles Grassley -,m,1,Charles Holzner -Television actor,m,1,Charles Ingram -,m,2,Charles Kartman -,m,1,Charles Lebois -Theatre actor,m,2,Charles Mathews -American author,m,13,Charles Moose -American astronomer,m,1,Charles Pickering -,m,1,Charles Pouty -Engineer,m,1,Charles Richardson -Football wide receiver,m,1,Charles Rogers -United States Senator,m,2,Charles Schumer -,m,1,Charles Tannok -Former President of Liberia,m,9,Charles Taylor -,m,1,Charley Armey -American basketball coach,m,1,Charlie Coles -,m,1,Charlie Deane -Football player,m,1,Charlie Garner -Actor,m,1,Charlie Hunnam -American actor,m,1,Charlie Sheen -Soccer player,m,1,Charlie Williams -Colombian singer,m,2,Charlie Zaa -American-South African actress,f,1,Charlize Theron -Industrialist,f,1,Charlotte Casiraghi -,m,1,Charlotte Chambers -Singer-songwriter,f,1,Charlotte Church -Actress,f,2,Charlotte Rampling -American actor,m,6,Charlton Heston -Canadian athlete,f,1,Charmaine Crooks -,m,1,Chawki Armali -Politician,m,1,Chea Sophara -Bill Clinton's daughter,f,1,Chelsea Clinton -Film director,m,1,Chen Kaige -,m,2,Chen Liang Yu -Politician,m,5,Chen Shui-bian -,m,1,Chen Tsai-chin -Barrister,f,4,Cherie Blair -American actress,f,1,Cherry Jones -American basketball player,f,1,Cheryl Ford -American actress,f,1,Cheryl Hines -American rapper,f,1,Cheryl James -,f,1,Cheryl Little -American model,f,1,Cheryl Tiegs -,m,1,Chhouk Rin -American sportscaster,m,3,Chick Hearn -Baseball outfielder,m,1,Chin-Feng Chen -Professional baseball pitcher,m,1,Chin-Hui Tsao -,m,1,Chip Burrus -,m,1,Chip Ganassi -,m,1,Chip Knight -,m,1,Chistian Stahl -American actress,f,2,Chita Rivera -American actress,f,1,Chloe Sevigny -,m,1,Cho Myung-kyun -,m,5,Choi Sung-hong -,f,1,Choi Yun-yong -Former Prime Minister of Singapore,m,2,Chok Tong Goh -Singer,m,1,Chris Andrews -American guitarist,m,2,Chris Bell -American professional boxer,m,2,Chris Byrd -,m,1,Chris Cirino -Former football player,m,1,Chris Claiborne -American filmmaker,m,1,Chris Columbus -,m,1,Chris Cookson -American film actor,m,2,Chris Cooper -American musician,m,1,Chris Cornell -American internet celebrity,m,1,Chris Crocker -Former United States Senator,m,1,Chris Dodd -Musical artist,m,1,Chris Forsyth -Canadian ice hockey player,m,1,Chris Gratton -Baseball player,m,1,Chris Hernandez -American actor,m,1,Chris Klein -,m,1,Chris Kolanas -American commentator,m,1,Chris Matthews -American film producer,m,1,Chris Moore -Ice hockey winger,m,1,Chris Neil -American actor,m,1,Chris Noth -American film actor,m,1,Chris Penn -Ice hockey defenceman,m,1,Chris Pronger -Baseball player,m,1,Chris Reitsma -American comedian,m,2,Chris Rock -Ice hockey player,m,1,Chris Simon -,m,1,Chris Swecker -Canadian ice hockey player,m,1,Chris Terry -Record producer,m,1,Chris Thomas -American actor,m,2,Chris Tucker -American basketball player,m,1,Chris Whitney -Actor,m,1,Christian Bale -Racing driver,m,2,Christian Fittipaldi -Soccer player,m,1,Christian Gimenez -French fashion designer,m,1,Christian Lacroix -,m,1,Christian Lirette -,m,3,Christian Longo -Athlete,m,1,Christian Malcolm -Swedish athlete,m,1,Christian Olsson -Mexican soccer player,m,1,Christian Patino -Argentine priest,m,1,Christian Von Wernich -Former President of Germany,m,2,Christian Wulff -Christian Wulff's ex-wife,f,1,Christiane Wulff -American singer-songwriter,f,4,Christina Aguilera -,f,1,Christina Sawaya -Sprinter,f,1,Christine Arron -Model,f,5,Christine Baumgartner -American actress,f,2,Christine Ebersole -Former Governor of Washington,f,4,Christine Gregoire -,f,1,Christine Rau -Former Governor of New Jersey,f,6,Christine Todd Whitman -Football coach,m,1,Christoph Daum -,m,1,Christopher Amolsch -,m,1,Christopher Conyers -,m,1,Christopher Matero -Chancellor of the University of Oxford,m,2,Christopher Patten -American actor,m,4,Christopher Reeve -Actor,m,1,Christopher Russell -,m,1,Christopher Speer -American actor,m,4,Christopher Walken -Media proprietor,m,1,Christopher Whittle -Public servant,f,1,Christy Ferer -American model,f,1,Christy Turlington -Chinese film star,m,1,Chuanyun Li -Football coach,m,2,Chuck Amato -Football player,m,1,Chuck Bednarik -American basketball player,m,1,Chuck Eidson -Baseball player,m,1,Chuck Finley -Former United States Senator,m,1,Chuck Hagel -American game show host,m,1,Chuck Woolery -Officer,m,2,Chuck Yeager -Chung Ju-yung's son,m,2,Chung Mong-hun -South Korean businessman,m,2,Chung Mong-joon -Lee Tai-young's son,m,1,Chyung Dai-chul -Actor,m,1,Ciaran Hinds -American model,f,3,Cindy Crawford -Canadian speed skater,f,1,Cindy Klassen -American spokesmodel,f,2,Cindy Margolis -,f,1,Cindy Moll -Actress,f,1,Cindy Taylor -,f,1,Cindy Zagorski -Brazilian Politician,m,5,Ciro Gomes -American actress,f,3,Claire Danes -,f,1,Claire De Gryse -,f,2,Claire Hentzen -,f,2,Claire Leger -Author,f,1,Claire Tomalin -American socialite,f,5,Clara Harris -,f,1,Clare Latimer -Former Secretary of State for International Development of the UK,f,4,Clare Short -American lawyer,m,1,Clark Randt -French jurist,m,1,Claude Jorda -American singer,f,1,Claudette Robinson -Italian film actress,f,1,Claudia Cardinale -Italian athlete,m,1,Claudia Coslovich -Speed skater,f,5,Claudia Pechstein -German supermodel,f,3,Claudia Schiffer -Actress,f,1,Claudine Farrell -Italian conductor,m,1,Claudio Abbado -Soccer player,m,1,Claudio Lopez -Italian football manager,m,1,Claudio Ranieri -American singer,m,6,Clay Aiken -Makeup artist,m,1,Clay Campbell -,m,1,Clemente de la Vega -American basketball coach,m,1,Cliff Ellis -American professional boxer,m,1,Clifford Etienne -American basketball player,m,1,Clifford Robinson -American actor,m,6,Clint Eastwood -American actor,m,1,Clint Howard -,m,1,Clint Lamebear -Cricketer,m,1,Clive Lloyd -Coach,m,1,Clive Woodward -,f,1,Coco dEste -,f,1,Cole Chapman -American special agent,f,1,Coleen Rowley -Writer,m,1,Colin Campbell -Television personality,m,1,Colin Cowie -Irish actor,m,9,Colin Farrell -Athlete,m,2,Colin Jackson -Professional golfer,m,5,Colin Montgomerie -American voice actor,m,1,Colin Phillips -Former United States National Security Advisor,m,236,Colin Powell -,m,1,Colin Prescot -American costume designer,f,1,Colleen Atwood -Film actor,f,1,Colleen Donovan -Canadian television personality,f,1,Colleen Jones -,f,1,Colleen OClair -Actress,f,1,Colleen Ryan -,m,1,Collis Temple III -American-Mexican philanthropist,f,1,Columba Bush -Cuban guitarist,m,1,Compay Segundo -American television host,m,4,Conan OBrien -Tennis player,f,3,Conchita Martinez -Former United States Secretary of State,f,11,Condoleezza Rice -American journalist,f,1,Connie Chung -Juan Pablo Montoya's wife,f,1,Connie Freydell -British publisher,m,1,Conrad Black -American actress,f,3,Constance Marie -,f,1,Cora Cambell -American author,f,3,Coretta Scott King -American basketball player,m,1,Corey Maggette -Basketball player,f,1,Cori Enghusen -Actress,f,1,Corinna Harfouch -,f,2,Corinne Coman -American basketball coach,m,1,Corliss Williamson -Former football player,m,1,Cosmo Iacavazzi -Greek Politician,m,6,Costas Simitis -American actress,f,1,Courtney Cox -American singer-songwriter,f,2,Courtney Love -Pundit,m,1,Craig Burley -Singer-songwriter,m,1,Craig David -,m,1,Craig Doblin -Rugby player,m,1,Craig Fitzgibbon -Canadian ice hockey player,m,1,Craig MacTavish -American musical artist,m,1,Craig Morgan -,m,1,Craig OClair -Professional baseball player,m,1,Craig Wilson -American businessperson,f,1,Crandall Bowles -American actor,m,1,Crispin Glover -Chilean diplomat,m,1,Cristian Barros -Brazilian racing driver,m,1,Cristiano da Matta -Former President of Argentina,f,2,Cristina Fernandez -Former President of Argentina,f,1,Cristina Kirchner -American-Cuban journalist,f,2,Cristina Saralegui -Tennis player,f,1,Cristina Torrens Valero -Former Lieutenant Governor of California,m,5,Cruz Bustamante -American actor,m,1,Cuba Gooding Jr -American Politician,m,1,Curt Weldon -Canadian ice hockey player,m,1,Curtis Joseph -,m,1,Curtis Rodriguez -American professional golfer,m,1,Curtis Strange -American musical artist,f,2,Cyndi Thompson -American actress,f,1,Cynthia Nixon -American fashion designer,f,1,Cynthia Rowley -Baseball player,m,1,DAngelo Jimenez -,f,1,Dagmar Dunlevy -,m,2,Dai Bachtiar -Lee Tai-young's son,m,1,Dai Chul Chyung -Television host,f,4,Daisy Fuentes -Tennis player,f,1,Daja Bedanova -Dalai Lama,m,2,Dalai Lama -,m,1,Dale Bosworth -Racing driver,m,1,Dale Earnhardt -American race car driver,m,4,Dale Earnhardt Jr -,f,1,Dalia Rabin-Pelosoff -Former football player,m,1,Damarius Bilbo -American entrepreneur,m,1,Damon Dash -American basketball player,m,1,Damon Stoudamire -,m,2,Damon van Dam -,m,1,Dan Ackroyd -Assistant to the President for Communications,m,1,Dan Bartlett -Ice hockey defenceman,m,1,Dan Boyle -American ice hockey coach,m,1,Dan Bylsma -Basketball player,m,1,Dan Dickau -,m,1,Dan Duquette -,m,1,Dan Guerrero -Olympic athlete,m,1,Dan Kellner -,m,1,Dan LaCoutre -American basketball coach,m,1,Dan Monson -American Politician,m,3,Dan Morales -,m,1,Dan Prinster -Former Vice President of the United States,m,1,Dan Quayle -Football coach,m,1,Dan Reeves -Ice hockey player,m,1,Dan Snyder -British racing driver,m,2,Dan Wheldon -American swimmer,f,1,Dana Vollmer -Pianist,m,1,Daniel Barenboim -German-Spanish actor,m,1,Daniel Bruehl -British writer,m,1,Daniel Chin -Director of National Intelligence,m,1,Daniel Coats -,m,1,Daniel Comisso Urdaneta -Author,m,1,Daniel Darnell -Actor,m,3,Daniel Day-Lewis -American diplomat,m,1,Daniel Kurtzer -Argentine soccer player,m,1,Daniel Montenegro -American rapper,m,1,Daniel Montgomery -President of Nicaragua,m,1,Daniel Ortega -Mexican soccer player,m,1,Daniel Osorno -Former member of the United States Senate,m,1,Daniel Patrick Moynihan -Journalist,m,1,Daniel Pearl -Actor,m,4,Daniel Radcliffe -Painter,m,1,Daniel Rouse -Former Vice President of Argentina,m,1,Daniel Scioli -American actor,m,1,Daniel Zelman -Brazilian-Italian model,f,1,Daniela Cicarelli -Slovakian tennis player,f,2,Daniela Hantuchova -,m,1,Daniele Bergamin -Brazilian gymnast,f,1,Daniele Hypolito -Italian cyclist,m,1,Daniele Nardello -,m,1,Daniell Sunjata -Australian actress,f,1,Danielle Spencer -Film director,m,1,Danis Tanovic -General Manager of the Boston Celtics,m,1,Danny Ainge -,m,1,Danny Avalon -American composer,m,1,Danny Elfman -American actor,m,1,Danny Glover -American basketball player,m,1,Danny Green -Film actor,m,1,Danny Morgan -Ice hockey left wing,m,1,Dany Heatley -Canadian ice hockey player,m,1,Darcy Regier -American professional baseball player,m,1,Darin Erstad -Author,m,1,Dario Camuffo -British racing driver,m,1,Dario Franchitti -German-Polish professional boxer,m,1,Dariusz Michalczewski -Basketball player,m,1,Darko Milicic -,f,1,Darla Moore -,f,1,Darlene Garrettson -Football coach,m,1,Darrell Dickey -U.S. Representative,m,2,Darrell Issa -American professional baseball player,m,2,Darrell Porter -Football player,m,1,Darrell Royal -,m,1,Darren Campel -Professional golfer,m,2,Darren Clarke -American musician,m,1,Darryl McDaniels -Football player,m,1,Darryl Stingley -American track and field athlete,m,1,Darvis Patton -American actress,f,2,Daryl Hannah -American hip-hop artist,m,1,Daryl Jones -Attorney,m,1,Daryl Parks -American actor,m,1,Daryl Sabara -Football linebacker,m,1,Daryl Smith -Canadian golfer,m,1,Dave Barr -Football coach,m,3,Dave Campo -Olympic athlete,m,1,Dave Johnson -Canadian coach,m,1,Dave Lewis -Rock band,m,1,Dave Matthews -Football coach,m,1,Dave McGinnis -Baseball player,m,1,Dave McNally -,m,1,Dave McNealey -American basketball coach,m,1,Dave Odom -Politician,m,1,Dave Potter -American coach,m,1,Dave Ragone -Football manager,m,1,Dave Robertson -British screenwriter,m,1,Dave Tucker -Football coach,m,1,Dave Wannstedt -American vocalist,m,1,Dave Williams -American professional baseball player,m,1,Davey Johnson -Canadian actor,m,1,David Alpay -Member of the House of Commons of Canada,m,5,David Anderson -American actor,m,1,David Arquette -New Zealand journalist,m,1,David Ballantyne -English soccer player,m,31,David Beckham -American author,m,2,David Bell -Spanish singer,m,1,David Bisbal -American magician,m,1,David Blaine -English singer-songwriter,m,1,David Bowie -,m,1,David Braley -Fictional character,m,1,David Brent -American newscaster,m,1,David Brinkley -Company,m,1,David Brown -American actor,m,1,David Canary -,m,2,David Caraway -American actor,m,1,David Carradine -American actor,m,3,David Caruso -American screenwriter,m,1,David Chase -Minister of Transport,m,1,David Collenette -British racing driver,m,2,David Coulthard -,m,1,David Dewayne Williams -Former Lieutenant Governor of Texas,m,1,David Dewhurst -American author,m,2,David Dodge -American race car driver,m,1,David Donohue -American actor,m,1,David Dorfman -Former LA State Representative,m,1,David Duke -American professional golfer,m,1,David Duval -Banking executive,m,1,David Eldon -American producer,m,1,David Gest -American gospel singer,m,1,David Glenn -British diplomat,m,1,David Hannay -American roboticist,m,1,David Hanson -American actor,m,1,David Hasselhoff -Film producer,m,2,David Heyman -American writer,m,5,David Heymann -Author,m,1,David Hilt -American-Taiwanese medical doctor,m,1,David Ho -American basketball player,m,1,David Howard -American actor,m,4,David Hyde Pierce -American rapper,m,2,David Kelley -Scientist,m,1,David Kelly -Politician,m,2,David Leahy -Actor,m,1,David McCallum -American author,m,1,David McCullough -General,m,1,David McKiernan -Professional road racing cyclist,m,1,David Millar -Business executive,m,1,David Modell -Colombian soccer player,m,1,David Montoya -Australian rules footballer,m,2,David Myers -Argentine tennis player,m,14,David Nalbandian -Former United States Representative,m,1,David Obey -Singer,m,1,David Oh -Former Mayor of New York City,m,1,David Provost -,m,1,David Przybyszewski -American attorney,m,1,David Rivkin Jr -,m,1,David Scott Morris -,m,1,David Shayler -,m,1,David Sibleyk -President of Westgate Resorts,m,1,David Siegel -Spanish soccer player,m,1,David Sousa -American actor,m,2,David Spade -Counsel,m,4,David Stern -Soccer player,m,1,David Suazo -,m,1,David Surrett -,m,1,David Tornberg -Member of Parliament of the United Kingdom,m,5,David Trimble -Historian,m,1,David Welch -Baseball pitcher,m,7,David Wells -Engineer,m,1,David Westerfield -American astronaut,m,2,David Wolf -,m,1,David Zeplowitz -American professional golfer,m,1,Davis Love III -American basketball player,f,1,Dawn Staley -,f,1,Dawna LoPiccolo -,m,1,Dean Barker -Former United States Senator,m,4,Dean Barkley -,m,1,Dean Jacek -American dancer,m,1,Dean Sheremet -,f,1,Deb Santos -American actress,f,1,Debbie Allen -American actress,f,4,Debbie Reynolds -,f,2,Debra Brown -American actress,f,3,Debra Messing -,f,1,Debra Rose -,f,1,Debra Shank -Attorney,f,1,Debra Yang -,m,1,Deece Eckstein -Film actor,f,1,Deena Burnett -Film director,f,1,Deepa Mehta -,f,1,Della Clara -Actress,f,1,Delphine Chuillot -Football player,m,1,Demetrin Veal -Brazilian basketball player,m,2,Demetrius Ferraciu -American actress,f,4,Demi Moore -Member of the Canadian House of Commons,m,1,Denis Coderre -,m,1,Denis Fassou-Nguesso -Singer,f,2,Denise Johnson -,f,1,Denise Locke -Actress,f,1,Denise van Outen -Member of the Grand National Assembly of Turkey,m,1,Deniz Baykal -Former Mayor of Detroit,m,1,Dennis Archer -Football coach,m,2,Dennis Erickson -Football coach,m,1,Dennis Franchione -Former Speaker of the United States House of Representatives,m,6,Dennis Hastert -American basketball player,m,1,Dennis Johnson -,m,2,Dennis Kozlowski -Former U.S. Representative,m,7,Dennis Kucinich -Comedian,m,1,Dennis Miller -,m,1,Dennis Oswald -Baseball player,m,2,Dennis Powell -Canadian film director,m,1,Denys Arcand -American actor,m,5,Denzel Washington -Basketball player,m,1,Dereck Whittenburg -Football player,m,1,Derek Abney -British actor,m,1,Derek Bond -Chief Executive Officer of the Miami Marlins,m,4,Derek Jeter -Ice hockey player,m,1,Derek King -Professional baseball pitcher,m,2,Derek Lowe -American speed skater,m,1,Derek Parra -Ice hockey defenseman,m,1,Derian Hatcher -American basketball player,m,1,Derrick Battie -Former football player,m,1,Derrick Rodgers -American-German basketball player,m,1,Derrick Taylor -Former British Prime Minister,m,1,Des Brown -,f,2,Desiree Lemosi -,f,1,Desiree McKenzie -American basketball player,m,1,Desmon Farmer -American basketball player,m,1,Devin Harris -Football defensive end,m,1,Dewayne White -American bodybuilder,m,2,Dexter Jackson -Canadian jazz pianist,f,6,Diana Krall -American swimmer,f,3,Diana Munz -,f,1,Diana Renee Valdivieso Dubon -Singing group,f,1,Diana Ross -,f,1,Diana Silvius -American basketball player,f,2,Diana Taurasi -,f,1,Diana Taylor -Richard D. Ball's wife,f,2,Diane Green -American actress,f,1,Diane Ladd -American actress,f,1,Diane Lane -United States Senator,f,3,Dianne Feinstein -Jazz singer,f,1,Dianne Reeves -Former U.S. Representative,m,1,Dick Armey -American basketball coach,m,1,Dick Bennett -Former Vice President of the United States,m,14,Dick Cheney -American radio personality,m,3,Dick Clark -Attorney,m,1,Dick Devine -Football player,m,1,Dick Jauron -American film actor,m,2,Dick Latessa -American businessman,m,1,Dick Posthumus -American actor,m,1,Dick Smothers -American coach,m,2,Dick Vermeil -Alpine ski racer,m,1,Didier Defago -Argentine soccer player,m,1,Diego Armando Maradona -,m,1,Diego Colorado -Argentine film director,m,1,Diego Diego Lerman -German businessperson,m,1,Dieter Holzer -Chairman of the Management Board of Mercedes-Benz,m,1,Dieter Zetsche -Bulgarian soccer player,m,1,Dimitar Berbatov -,m,1,Dimitri Perricos -,m,1,Din Samsudin -,f,1,Dinah Turner -Italian film director,m,1,Dino Risi -Film producer,m,2,Dino de Laurentis -Fictional character,f,1,Dinora Rosales -American basketball player,m,1,Dion Glover -,m,1,Dionigi Tettamanzi -American singer,f,1,Dionne Warwick -,m,1,Dionyssis Georgiadis -Former United States Senator,m,1,Dirk Kempthorne -,f,1,Dita Von Tesse -Algerian athlete,m,1,Djabir Said-Guerni -American basketball coach,m,1,Doc Rivers -American singer-songwriter,f,2,Dolly Parton -Teacher,f,2,Dolma Tsering -Actor,m,1,Dominic Monaghan -American writer,m,1,Dominick Dunne -American actress,f,2,Dominik Garcia-Lorido -Tennis player,m,1,Dominik Hrbaty -French Politician,m,1,Dominique Perben -Former Prime Minister of France,m,15,Dominique de Villepin -Canadian Politician,m,1,Don Boudria -Former Governor of Rhode Island,m,1,Don Carcieri -American basketball coach,m,1,Don Flanagan -American musician,m,1,Don Henley -American television producer,m,1,Don Hewitt -American promoter,m,1,Don King -Canadian actor,m,1,Don Lake -Coach,m,1,Don Matthews -Football quarterback,m,1,Don Meredith -Former United States Senator,m,2,Don Nickles -Former Governor of Alabama,m,4,Don Siegelman -Fictional character,m,1,Donald Anderson -American-Canadian businessman,m,1,Donald Carty -American businessman,m,2,Donald Evans -Executive Director of the National Hockey League Players' Association,m,4,Donald Fehr -Author,m,1,Donald Hays -American physicist,m,1,Donald Keck -,m,1,Donald Keyser -American chemical engineer,m,3,Donald Pettit -Former United States Secretary of the Treasury,m,1,Donald Regan -Former U.S. Congressman,m,121,Donald Rumsfeld -45th U.S. President,m,1,Donald Trump -Italian fashion designer,f,3,Donatella Versace -,f,1,Donna Barrera -American political strategist,f,1,Donna Brazile -Canadian author,f,1,Donna Morrissey -Aron Ralston's mother,f,1,Donna Ralston -American Politician,f,2,Donna Shalala -Jeffrey Walker's sister,f,1,Donna Walker -,m,1,Donnie Brennan -American singer,m,1,Donny Osmond -Former Mayor of Athens,f,1,Dora Bakoyianni -American actress,f,3,Doris Roberts -American screenwriter,f,4,Doris Schroeder -American actress,f,1,Dorothy Lamour -American actress,f,1,Dorothy Loudon -American film actress,f,1,Dorothy Wilson -Martha Moxley's mother,f,2,Dorthy Moxley -,f,1,Dot Helms -American basketball player,m,1,Doug Christie -United States Representative,m,2,Doug Collins -American Politician,m,2,Doug Duncan -Canadian baseball manager,m,3,Doug Melvin -American basketball player,m,1,Doug Moe -Vermont State Senator,m,1,Doug Racine -General Manager of the San Jose Sharks,m,1,Doug Wilson -,m,1,Douglas Faneuil -Former Attorney General of Maryland,m,1,Douglas Gansler -Leighton Meester's father,m,1,Douglas Meester -,m,1,Douglas Paal -Croat Member of the Presidency of Bosnia and Herzegovina,m,1,Dragan Covic -American actress,f,2,Drew Barrymore -Football quarterback,m,1,Drew Bledsoe -American basketball player,m,1,Drew Gooden -Politician,m,1,Du Qinglin -,m,1,Duane Barber -American bounty hunter,m,2,Duane Lee Chapman -Actor,m,1,Dudley Rogers -American actor,m,1,Dule Hill -Cricketer,m,1,Duncan Fletcher -,m,1,Dunn Lampton -Baseball player,m,1,Dustan Mohr -German-Jamaican tennis player,m,1,Dustin Brown -American actor,m,1,Dustin Hoffman -American baseball manager,m,1,Dusty Baker -,m,1,Dwain Kyles -Actor,m,2,Dwayne Johnson -Book by Mary Ann Hoffman,m,1,Dwayne Wade -Greg Gibson's father,m,1,Dwayne Williams -Political activist,m,1,Dyab Abou Jahjah -Australian backstroke swimmer,f,1,Dyana Calub -American Politician,m,1,E Clay Shaw -Football running back,m,1,Earl Campbell -,m,1,Earl Counter -,m,1,Earl Fritts -American musician,m,1,Earl Scruggs -American-New Zealand basketball player,m,1,Ed Book -American Politician,m,1,Ed Case -,m,1,Ed Mekertichian -Former Governor of Pennsylvania,m,1,Ed Rendell -Horticulturist,m,3,Ed Rosenthal -Elizabeth Smart's father,m,3,Ed Smart -American television show,m,1,Ed Sullivan -,m,1,Ed Wade -Police officer,m,1,Eddie Compass -Maltese Politician,m,1,Eddie Fenech Adami -Irish businessman,m,1,Eddie Jordan -American soccer player,m,1,Eddie Lewis -,m,1,Eddie Lucio -Baseball player,m,1,Eddie Murray -American basketball coach,m,2,Eddie Sutton -American executive,m,1,Eddy Hartenstein -Belgian bicycler,m,2,Eddy Merckx -Estonian Politician,m,1,Edgar Savisaar -American television actress,f,2,Edie Falco -,f,1,Edina Batar -Kenyan long-distance runner,f,1,Edith Masai -New Zealand mountaineer,m,3,Edmund Hillary -German Politician,m,13,Edmund Stoiber -Executive,m,1,Edouard Michelin -Writer,m,1,Eduard Limonov -Former President of Georgia,m,5,Eduard Shevardnadze -Spanish sculptor,m,1,Eduardo Chillida -Former President of Argentina,m,14,Eduardo Duhalde -,m,1,Eduardo Fischer -Argentine professional golfer,m,1,Eduardo Romero -American playwright,m,1,Edward Albee -,m,1,Edward Arsenault -,m,1,Edward Belvin -American actor,m,1,Edward Burns -,m,1,Edward Egan -American lawyer,m,1,Edward Flynn -Lawyer,m,1,Edward Greenspan -Actor,m,2,Edward James Olmos -Officer,m,1,Edward Johnson -American composer,m,3,Edward Kennedy -,m,1,Edward Lohn -American physicist,m,6,Edward Lu -American actor,m,2,Edward Norton -Professor,m,2,Edward Said -Former Prime Minister of Jamaica,m,1,Edward Seaga -Former Governor of Louisiana,m,3,Edwin Edwards -British Politician,f,4,Edwina Currie -Guatemalan Politician,m,1,Efrain Rios Montt -Olympic athlete,f,1,Eglis Yaima Cruz -Freestyle swimmer,f,3,Eileen Coparropa -,f,1,Eileen Spina -Latvian Politician,m,1,Einars Repse -,f,1,Ekaterina Dmitriev -,m,1,Ekke Hard Forberg -Soccer player,m,1,El Hadji Diouf -Venezuelan businessperson,m,1,Eladio Larez -United States Secretary of Transportation,f,1,Elaine Chao -American actress,f,1,Elaine Stritch -Figure skater,f,1,Elena Bereznaya -Tennis player,f,3,Elena Bovina -Russian tennis player,f,1,Elena Dementieva -Russian tennis player,f,1,Elena Likhovtseva -,f,1,Elena Tihomirova -Former President of Venezuela,f,1,Elena de Chavez -American basketball player,m,1,Elgin Baylor -American entrepreneur,m,1,Eli Broad -,m,1,Eli Rosenbaum -,m,1,Eli Stutsman -Anthropologist,f,4,Eliane Karp -,m,1,Elias Attallah -American actor,m,3,Elijah Wood -,m,1,Elijan Ingram -Swedish model,f,2,Elin Nordegren -Former Member of the Legislative Assembly of Ontario,f,2,Elinor Caplan -Former Governor of New York,m,1,Eliott Spitzer -Artist,f,2,Elisabeth Schumacher -American singer,f,1,Elisabeth Welch -Canadian actress,f,1,Elisha Cuthbert -Actress,f,1,Eliza Dushku -,f,1,Eliza Manningham-Buller -Author,f,1,Elizabeth Berkeley -Former United States Senator,f,4,Elizabeth Dole -American art historian,m,1,Elizabeth Hill -Actress,f,5,Elizabeth Hurley -Actress,f,1,Elizabeth Pena -Actress,f,1,Elizabeth Regan -American actress,f,2,Elizabeth Shue -American activist,f,5,Elizabeth Smart -American-British actress,f,2,Elizabeth Taylor -American actress,f,1,Ellen Barkin -American comedian,f,2,Ellen DeGeneres -,f,2,Ellen Engleman -Sailor,f,1,Ellen MacArthur -Actor,f,1,Ellen Martin -American actress,f,1,Ellen Pompeo -,f,1,Ellen Saracini -,m,1,Elliott Mincberg -German Politician,m,1,Elmar Brok -French actress,f,1,Elodie Bouchez -,m,1,Eloy Gutierrez -French film actress,f,6,Elsa Zylberstein -Singer,m,7,Elton John -Taiwanese singer,f,1,Elva Hsiao -Musician,m,1,Elvis Costello -American singer,m,2,Elvis Presley -Canadian figure skater,m,1,Elvis Stojko -Basketball player,m,5,Emanuel Ginobili -,f,1,Emelie Loit -Lebanese Politician,m,2,Emile Lahoud -Mexican businessman,m,1,Emilio Azcarraga Jean -Spanish banker,m,1,Emilio Botin -American painter,f,1,Emily Mason -Actress,f,1,Emily Mortimer -American songwriter,f,2,Emily Robison -Actress,f,1,Emily Stevens -American rapper,m,1,Eminem -Member of Parliament of the United Kingdom,f,1,Emma Nicholson -British actress,f,3,Emma Thompson -Actress,f,5,Emma Watson -Duke of Savoy,m,1,Emmanuel Filiberto -Author,m,1,Emmanuel Milingo -French film actress,f,3,Emmanuelle Beart -,f,1,Emmanuelle Jagodsinski -Football running back,m,2,Emmit Smith -American actress,f,1,Emmy Rossum -Diplomat,m,1,Emyr Jones Parry -,f,1,Enola Rice -Baseball player,m,1,Enos Slaughter -Italian film director,f,1,Enrica Fico -,m,1,Enrik Vendt -Former President of Nicaragua,m,5,Enrique Bolanos -,m,1,Enrique Haroldo Gorriaran Merlo -Singer-songwriter,m,1,Enrique Iglesias -,m,1,Enrique Medina Gomez -,m,1,Enrique Oliu -Australian actor,m,1,Eric Bana -American singer-songwriter,m,1,Eric Benet -American actor,m,1,Eric Christian Olsen -Guitarist,m,2,Eric Clapton -Ice hockey winger,m,1,Eric Daze -,m,1,Eric Dubin -Ice hockey centre,m,1,Eric Fehr -American baseball coach,m,2,Eric Hinske -Comedian,m,1,Eric Idle -Canadian ice hockey player,m,1,Eric Lindros -American actor,m,1,Eric Lloyd -,m,3,Eric Robert Rudolph -Musical artist,m,2,Eric Rosser -,m,1,Eric Ryan Donnelly -,m,1,Eric Schacht -Former United States Secretary of Veterans Affairs,m,1,Eric Shinseki -American basketball player,m,1,Eric Snow -Canadian ice hockey player,m,1,Eric Staal -Tennis player,m,1,Eric Taino -,m,1,Eric Vigouroux -American baseball manager,m,1,Eric Wedge -American basketball player,m,1,Erick Barkley -Mexican professional boxer,m,3,Erik Morales -American actress,f,2,Erika Christensen -American attorney,f,5,Erika Harold -,m,1,Erika Reyes -Japanese actress,f,1,Eriko Tamura -2000 film,f,1,Erin Brockovich -American actress,f,1,Erin Hershey Presley -,f,4,Erin Runnion -Former United States Senator,m,1,Ernest Hollings -Mexican economist,m,2,Ernesto Zedillo -South African professional golfer,m,4,Ernie Els -Canadian lawyer,m,2,Ernie Eves -Former Governor of Kentucky,m,2,Ernie Fletcher -American basketball player,m,1,Ernie Grunfeld -American sportscaster,m,1,Ernie Harwell -Attorney,m,1,Ernie Preate -Baseball umpire,m,1,Ernie Stewart -Former White House Chief of Staff,m,1,Erskine Bowles -,m,1,Erwin Abdullah -,m,1,Erwin Mapasseng -,m,1,Esad Landzo -,m,1,Esteban Cordoba-Velazquez -Canadian actress,f,1,Estella Warren -Member of Parliament of the United Kingdom,f,1,Estelle Morris -,f,1,Ester Canadas -,f,1,Esther Macklin -American actor,m,4,Ethan Hawke -American singer,f,1,Etta James -Canadian businessman,m,1,Eugene Melnyk -,m,1,Eugene Teslovic -Athlete,f,2,Eunice Barber -Indonesian government official,m,1,Eurico Guterres -American film actress,f,1,Eva Amurri -,f,2,Eva Dimas -Czech supermodel,f,1,Eva Herzigova -American actress,f,1,Eva Marie Saint -American actress,f,1,Eva Mendes -Actor,m,1,Evan Marriott -American actress,f,3,Evan Rachel Wood -American professional boxer,m,2,Evander Holyfield -American playwright,f,1,Eve Ensler -Canadian tennis player,f,2,Eve Pelletier -American businesswoman,f,1,Evelyn Lauder -Russian figure skater,m,1,Evgeni Plushenko -,f,1,Evie Lazarou -President of Bolivia,m,1,Evo Morales -Actor,m,1,Ewan McGregor -Soccer midfielder,m,1,Fabian Vargas -Tennis player,f,2,Fabiola Zuluaga -French tennis player,m,3,Fabrice Santoro -Argentine-Italian basketball player,m,1,Fabricio Oberto -Pakistani cricketer,m,1,Faisal Iqbal -Pakistani Politician,m,1,Faisal Saleh Hayat -Actress,f,1,Fann Wong -,f,1,Farida Ragoonanan -Political figure,m,1,Farouk Kaddoumi -Syrian Politician,m,3,Farouk al-Sharaa -,f,1,Fatma Kusibeh -Politician,m,1,Fatmir Limaj -Musical artist,f,1,Faye Alibocus -American actress,f,3,Faye Dunaway -Singer-songwriter,f,1,Faye Wong -,m,4,Fayssal Mekdad -President of the Jamiat Ulema-e-Islam,m,1,Fazal-ur-Rehman -,m,1,Federico Castelan Sayre -Italian film director,m,1,Federico Fellini -Spanish Politician,m,3,Federico Trillo -Spanish tennis player,m,1,Feliciano Lopez -American film actress,f,1,Felicity Huffman -King of Spain,m,1,Felipe De Borbon -British historian,m,1,Felipe Fernandez -Cuban electronics engineer,m,4,Felipe Perez Roque -,m,1,Felix Doh -Spanish tennis player,m,2,Felix Mantilla -American-Dominican track and field athlete,m,1,Felix Sanchez -Puerto Rican professional boxer,m,1,Felix Trinidad -Hungarian legal scholar,m,2,Ferenc Madl -Spanish racing driver,m,1,Fernando Alonso -Tennis player,m,9,Fernando Gonzalez -Former President of Brazil,m,8,Fernando Henrique Cardoso -Spanish soccer player,m,1,Fernando Hierro -Spanish screenwriter,m,1,Fernando Leon de Aranoa -Spanish soccer player,m,1,Fernando Sanz -Professional baseball pitcher,m,1,Fernando Valenzuela -Professional boxer,m,4,Fernando Vargas -American boxer,m,1,Fernando Velardez -Motswana Politician,m,1,Festus Mogae -Former Prime Minister of Cuba,m,18,Fidel Castro -,m,1,Fidel Castro Daiz-Balart -,m,1,Filip De Winter -Italian soccer player,m,3,Filippo Inzaghi -Italian tennis player,m,1,Filippo Volandri -,f,1,Fiona Milne -Olympic swimmer,f,2,Flavia Delaroli -Italian tennis player,f,1,Flavia Pennetta -,f,2,Flor Montulo -Guatemalan model,f,1,Florecita Cobian -Néstor Kirchner's daughter,f,1,Florencia Kirchner -Mauricio Macri's sister,f,1,Florencia Macri -British cook,m,1,Floyd Keith -American promoter,m,1,Floyd Mayweather -American actress,f,2,Fran Drescher -Actress,f,2,Frances Fisher -Italian soccer player,m,1,Francesco Totti -American physician,m,1,Francis Collins -British researcher,m,1,Francis Crick -Film director,m,2,Francis Ford Coppola -,m,2,Francis George -French businessman,m,2,Francis Mer -United States Ambassador to the Philippines,m,1,Francis Ricciardone -Salvadoran Politician,m,4,Francisco Flores -Dominican basketball player,m,1,Francisco Garcia -Colombian soccer player,m,1,Francisco Maturana -Former Vice President of Colombia,m,1,Francisco Santos -,m,1,Francisco Urenda -,m,1,Franck Cerutti -Soccer striker,m,1,Franco Cangele -Theatre director,m,2,Franco Dragone -Member of Italian Chamber of Deputies,m,1,Franco Frattini -South African boxer,m,1,Francois Botha -French film director,m,1,Francois Ozon -South African rugby player,m,1,Francois Pienaar -Consultant,m,1,Frank Abagnale Jr -Football coach,m,1,Frank Beamer -Former Governor of Nevada,m,1,Frank Bell -,m,3,Frank Cassell -American film director,m,1,Frank Coraci -Lawyer,m,2,Frank Dunham Jr -,m,2,Frank Griswold -,m,1,Frank Hilldrup -Politician,m,1,Frank Hsieh -Former Governor of Oklahoma,m,1,Frank Keating -Former United States Senator,m,2,Frank Lautenberg -American film producer,m,1,Frank Marshall -Former member of the United States Senate,m,1,Frank Murkowski -U.S. Representative,m,1,Frank Pallone -,m,1,Frank Schmoekel -,m,1,Frank Shea -American singer,m,1,Frank Sinatra -Football coach,m,5,Frank Solich -American actor,m,2,Frank Stallone -Journalist,m,1,Frank Taylor -,m,1,Frank Van Ecke -Football player,m,1,Frank Wycheck -American musician,m,1,Frank Zappa -Dutch singer,m,1,Franklin Brown -,m,1,Franklin Damann -,m,2,Franko Simatovic -Soccer player,m,2,Franz Beckenbauer -Austrian Politician,m,4,Franz Fischler -Tatjana Gsell's husband,m,1,Franz Gsell -,m,4,Franz Muentefering -American musician,m,1,Fred Durst -American journalist,m,3,Fred Eckhard -Professional golfer,m,2,Fred Funk -,m,1,Fred Huff -American television personality,m,1,Fred Rogers -American painter,m,1,Fred Swan -Former United States Senator,m,3,Fred Thompson -American executive,m,1,Fred Wilpon -Attorney,f,1,Freda Black -Baseball pitcher,m,2,Freddy Garcia -,m,1,Freddy Vasques Kinchokpe -,m,1,Frederick Madden -Model,f,1,Frederique van der Wal -,m,1,Fredric Seaman -Screenwriter,m,1,Fruit Chan -,m,6,Fujio Cho -CEO of Canon,m,1,Fujio Mitarai -,m,4,GL Peiris -German Politician,f,1,Gabi Zimmer -Argentine soccer player,m,2,Gabriel Batistuta -French rabbi,m,1,Gabriel Farhi -American basketball player,m,1,Gabriel Hughes -,m,1,Gabriel Jorge Ferreia -Chilean Politician,m,2,Gabriel Valdes -,f,1,Gabriella Bo -Canadian actress,f,1,Gabrielle Rose -American actress,f,1,Gabrielle Union -,m,1,Gael Garcia Bermal -Tennis player,f,1,Gala Leon Garcia -Photographer,m,1,Galen Rowell -Chinese Politician,m,2,Gao Qiang -,m,1,Garry Alejano -Chess Grandmaster,m,2,Garry Kasparov -Australian motorcycle racer,m,1,Garry McCoy -American cartoonist,m,2,Garry Trudeau -,m,1,Garry Witherall -Canadian film producer,m,1,Garth Drabinsky -,m,1,Gary Bald -Former football player,m,1,Gary Barnett -American Politician,m,1,Gary Bauer -Film director,m,2,Gary Bergeron -Commissioner of the NHL,m,1,Gary Bettman -Baseball catcher,m,3,Gary Carter -American actor,m,1,Gary Coleman -Former United States Representative,m,1,Gary Condit -,m,1,Gary Dellaverson -Canadian Politician,m,3,Gary Doer -,m,2,Gary Forsee -,m,1,Gary Gero -Author,m,1,Gary Gitnick -American serial killer,m,1,Gary Leon Ridgway -Former Governor of Washington,m,2,Gary Locke -American film director,m,1,Gary Marshall -,m,1,Gary Paer -,m,1,Gary Sayler -American actor,m,1,Gary Sinise -American horse racing jockey,m,1,Gary Stevens -American basketball coach,m,2,Gary Williams -American financier,m,2,Gary Winnick -Tennis player,m,1,Gaston Gaudio -American musician,m,1,Gavin Degraw -British judge,m,1,Gavyn Arthur -Reporter,m,1,Gavyn Davies -,f,1,Gen Meredith -American singer,m,1,Gene Autry -American actor,m,1,Gene Hackman -American basketball coach,m,1,Gene Keady -,m,1,Gene Orza -Canon,m,5,Gene Robinson -American professional golfer,m,1,Gene Sauers -American singer,f,1,Gennifer Flowers -American-Italian basketball coach,m,2,Geno Auriemma -,m,1,Geoff Dixon -Former Secretary of State for Transport of the United Kingdom,m,7,Geoff Hoon -Medical doctor,m,1,Geoffrey Davis -Australian actor,m,1,Geoffrey Rush -Publishing company,m,1,George Allen -American basketball player,m,1,George Blaney -Olympic swimmer,m,1,George Bovell -American physician,m,2,George Brumley -,m,1,George Brumley III -American actor,m,9,George Clooney -American professional boxer,m,2,George Foreman -Former Member of Parliament of the United Kingdom,m,4,George Galloway -Rugby union halfback,m,1,George Gregan -41st U.S. President,m,13,George HW Bush -Musician,m,1,George Harrison -American basketball coach,m,2,George Karl -American comedian,m,5,George Lopez -American filmmaker,m,1,George Lucas -Former President of Trinidad and Tobago,m,1,George Maxwell Richards -American basketball player,m,1,George McCloud -Former American senator,m,1,George Murphy -American attorney,m,2,George P Bush -Greek Politician,m,4,George Papandreou -Former Governor of New York,m,5,George Pataki -American journalist,m,1,George Plimpton -Politician,m,22,George Robertson -American film director,m,2,George Roy Hill -Former Governor of Illinois,m,4,George Ryan -Professor,m,2,George Tenet -Former member of the United States Senate,m,3,George Voinovich -43rd U.S. President,m,530,George W Bush -Former President of Bulgaria,m,2,Georgi Parvanov -,f,1,Georgia Giddings -Swimmer,f,1,Georgina Bardach -,f,1,Georgina Papin -,m,1,Geovani Lapentti -,m,1,Gerald Barbarito -American Politician,m,1,Gerald Calabrese -American basketball player,m,1,Gerald Fitch -38th U.S. President,m,1,Gerald Ford -,m,1,Gerald Riley -Actress,f,4,Geraldine Chaplin -American attorney,m,1,Geraldo Rivera -Actor,m,1,Gerard Butler -Actor,m,2,Gerard Depardieu -Chairman of Vodafone Group,m,1,Gerard Kleisterlee -,m,1,Gerard Tronche -French writer,m,1,Gerard de Cortanze -,m,2,Gerardo Gambala -,m,1,Gerhard Boekel -German businessperson,m,1,Gerhard Schmid -Former Chancellor of Germany,m,109,Gerhard Schroeder -Businessman,m,1,German Khan -Dutch politician,m,1,Gerrit Zalm -Politician,m,8,Gerry Adams -Politician,m,1,Gerry Kelly -American financier,m,2,Gerry Parsky -,m,1,Ghassan Elashi -Iranian Politician,m,1,Gholamreza Aghazadeh -Peruvian singer-songwriter,m,3,Gian Marco -Italian racing driver,m,1,Giancarlo Fisichella -Greek businesswoman,f,3,Gianna Angelopoulos-Daskalaki -Italian industrialist,m,1,Gianni Agnelli -Costa Rican actress,f,1,Giannina Facio -,m,1,Gideon Black -Writer,m,1,Gideon Yago -American producer,m,1,Gil Cates -Brazilian-French racing driver,m,5,Gil de Ferran -Colombian drug lord,m,4,Gilberto Rodriguez Orejuela -Italian bicycler,m,1,Gilberto Simoni -French racing driver,m,1,Gilles Panizzi -American-British film actress,f,2,Gillian Anderson -,f,1,Gina Centrello -American actress,f,1,Gina Gershon -Italian actress,f,1,Gina Lollobrigida -American television actress,f,1,Gina Torres -,m,1,Giovanny Cordoba -Brazilian model,f,2,Gisele Bundchen -,f,1,Giselle Estefania Tavarelli -Italian film actress,f,1,Giulietta Masina -Italian Politician,m,1,Giulio Andreotti -Olympic athlete,m,4,Giuseppe Gibilisco -,m,1,Giuseppe Morchio -Former President of Cyprus,m,4,Glafcos Clerides -Canadian Politician,m,1,Glen Clark -,m,1,Glen DaSilva -President of the New York Rangers,m,1,Glen Sather -American film actor,m,1,Glenn Plummer -American basketball coach,m,1,Glenn Rivers -,m,1,Glenn Tilton -American attorney,f,2,Gloria Allred -American singer,f,1,Gloria Gaynor -Former President of the Philippines,f,44,Gloria Macapagal Arroyo -Mexican singer-songwriter,f,4,Gloria Trevi -Former Prime Minister of South Korea,m,2,Goh Kun -American actress,f,7,Goldie Hawn -Chinese-Singaporean film actress,f,1,Gong Li -Badminton player,f,1,Gong Ruina -,m,1,Gonzalo Barrientos -Bolivian Politician,m,12,Gonzalo Sanchez de Lozada -Former Prime Minister of Sweden,m,2,Goran Persson -Musician,m,1,Goran Zivkovic -Serbian basketball player,f,1,Gordana Grubin -Australian soccer player,m,1,Gorden Tallis -Former British Prime Minister,m,13,Gordon Brown -Member of the Legislative Assembly of British Columbia,m,2,Gordon Campbell -American astronaut,m,1,Gordon Cooper -Canadian singer-songwriter,m,1,Gordon Lightfoot -Canadian soccer player,m,1,Gordon McDonald -American film director,m,1,Gore Verbinski -American writer,m,1,Gore Vidal -,f,1,Grace Brinell -Chris Dodd's daughter,f,1,Grace Dodd -Film actress,f,1,Grace Kelly -,f,1,Gracia Burnham -German professional boxer,m,1,Graciano Rocchigiani -,m,2,Grady Irvin Jr -Baseball manager,m,1,Grady Little -Professional baseball player,m,1,Graeme Lloyd -South African cricketer,m,1,Graeme Smith -Soccer player,m,1,Graham Bentley -Australian swimmer,m,5,Grant Hackett -,m,1,Grant Rossenmeyer -Former Governor of California,m,26,Gray Davis -Former soccer player,m,1,Greg Frers -Canadian ice hockey player,m,2,Greg Gilbert -,m,1,Greg Hennigar -,m,1,Greg Hodge -American actor,m,1,Greg Kinnear -,m,1,Greg Kinsey -American basketball player,m,2,Greg Ostertag -English professional golfer,m,2,Greg Owen -British-Canadian tennis player,m,4,Greg Rusedski -American soccer player,m,1,Gregg Berhalter -President of the San Antonio Spurs,m,5,Gregg Popovich -Member of the German Bundestag,m,1,Gregor Gysi -Philippine officer,m,1,Gregorio Honasan -,m,1,Gregorio Rosal -,m,2,Gregory Geoffroy -American dancer,m,2,Gregory Hines -American actor,m,1,Gregory Peck -American actress,f,1,Gretchen Mol -,m,1,Griffin Colvin -Norwegian Politician,f,2,Gro Harlem Brundtland -,m,1,Guangdong Ou Guangyuan -,m,1,Guennadi Chipouline -German Politician,m,1,Guenter Verheugen -Former Foreign Minister of Germany,m,2,Guido Westerwelle -,m,1,Guillaume Cannet -French actor,m,1,Guillaume Depardieu -Former Prime Minister of the Ivory Coast,m,2,Guillaume Soro -Argentine tennis player,m,4,Guillermo Canas -Tennis player,m,30,Guillermo Coria -Spanish painter,m,1,Guillermo Monroy -Argentine soccer player,m,2,Guillermo Ortiz -,m,1,Guillermo Ruiz Polanco -Swedish singer,f,1,Gunilla Backman -German diplomat,m,7,Gunter Pleuger -Football player,m,1,Gus Frerotte -American film director,m,3,Gus Van Sant -Businessman,m,1,Gustavo Cisneros -Brazilian economist,m,1,Gustavo Franco -Tennis player,m,3,Gustavo Kuerten -Politician,m,1,Gustavo Noboa -Actor,m,1,Gustavo Terrazas -Dutch football manager,m,1,Guus Hiddink -Canadian curler,m,2,Guy Hemmings -Filmmaker,m,2,Guy Ritchie -Member of the European Parliament,m,1,Guy Verhofstadt -American singer-songwriter,f,1,Gwen Stefani -French ice dancer,m,3,Gwendal Peizerat -American actress,f,6,Gwyneth Paltrow -,m,1,Habib Hisham -Indonesian scholar,m,5,Habib Rizieq -,f,1,Hadley Bilger -Commissioned officer,m,5,Hal Gehman -Fictional superhero,m,1,Hal McCoy -,m,1,Hal Sellers -American professional golfer,m,2,Hal Sutton -,m,1,Halbert Fillinger -American actress,f,16,Halle Berry -,f,1,Ham Pong-sil -Burkinabé Politician,m,1,Hama Arba Diallo -Specialized agency,m,1,Hamad Bin Isa al-Khalifa -Former Prime Minister of Qatar,m,1,Hamad Bin Jassim -,m,1,Hamid Efendi -Former President of Afghanistan,m,22,Hamid Karzai -Iranian foreign minister,m,1,Hamid Reza Asefi -,m,1,Hamza Atiya Muhsen -Former Vice President of Indonesia,m,2,Hamzah Haz -Soccer player,m,1,Han Sung Joo -Iranian filmmaker,f,1,Hana Makhmalbaf -,f,1,Hana Sadiq -,f,1,Hana Urushima -Palestinian legislator,f,2,Hanan Ashrawi -American baseball player,m,1,Hank Aaron -American actor,m,1,Hank Azaria -,m,1,Hank Bass -,m,1,Hank McKinnell -Football coach,m,1,Hank Stram -Olympic swimmer,f,2,Hannah Stockbauer -,m,1,Hanns Schumacher -German film director,m,1,Hans-Christian Schmid -Swedish diplomat,m,39,Hans Blix -Swedish lawyer,m,1,Hans Corell -German Politician,m,3,Hans Eichel -,m,1,Hans Leistritz -Soccer player,m,1,Hans Peter Briegel -Politician,m,1,Harald Ringstorff -Indian cricketer,m,2,Harbhajan Singh -Attorney,m,1,Harland Braun -Former U.S. Secretary of Defense,m,1,Harold Brown -,m,1,Harold Scott -,f,1,Harriet Lessy -American actor,m,12,Harrison Ford -American singer,m,2,Harry Belafonte -American sportscaster,m,2,Harry Kalas -General,m,4,Harry Schmidt -German mechanical engineer,m,1,Hartmut Mehdorn -American actor,m,1,Harvey Fierstein -,m,1,Harvey Wachsman -American film producer,m,2,Harvey Weinstein -,m,1,Hasan Wirayuda -Sri Lankan cricketer,m,1,Hashan Tillakaratne -President of Kosovo,m,2,Hashim Thaci -Secretary-General of Hezbollah,m,2,Hassan Nasrallah -Indonesian Politician,m,2,Hassan Wirajuda -Sultan of Brunei,m,1,Hassanal Bolkiah -,f,1,Hatsui Hasuike -Former President of Azerbaijan,m,1,Haydar Aliyev -American actress,f,1,Hayden Panettiere -Olympic athlete,f,2,Hayley Tullett -Australian actor,m,4,Heath Ledger -,f,1,Heather Chinnock -American actress,f,1,Heather Locklear -Media personality,f,4,Heather Mills -,f,1,Heather Whitestone McCallum -,m,1,Heather Willson -Argentine-Brazilian film director,m,3,Hector Babenco -,m,1,Hector Grullon -,m,1,Hector Mitelman -Former Vice President of Afghanistan,m,1,Hedayat Amin Arsala -South Korean professional golfer,f,3,Hee-Won Han -American madam,f,4,Heidi Fleiss -Model,f,5,Heidi Klum -German mathematician,m,1,Heinrich Wolfgang -,m,3,Heinz Feldmann -Japanese economist,m,9,Heizo Takenaka -Actress,f,1,Helen Alvare -Former Prime Minister of New Zealand,f,4,Helen Clark -American basketball player,f,1,Helen Darling -Rob Schneider's ex-wife,f,1,Helena Schneider -Actor,f,1,Helene Eksterowicz -Brazilian racing driver,m,1,Helio Castroneves -Brazilian basketball player,m,1,Helio Rubens Garcia -,m,1,Helmut Panke -Brazilian model,f,1,Helo Pinheiro -,m,1,Henk Bekedam -German lawyer,m,1,Henning Scherf -French businessman,m,1,Henri Proglio -Former Minister of Finance of Brazil,m,2,Henrique Meirelles -,m,1,Henry Castellanos -,m,1,Henry Hilow -Member of the United States House of Representatives,m,1,Henry Hyde -Former United States Secretary of State,m,1,Henry Kissinger -,m,1,Henry Suazo -American ice hockey player,m,1,Herb Brooks -Politician,m,1,Herb Dhaliwal -American photographer,m,1,Herb Ritts -American basketball coach,m,4,Herb Sendek -Austrian Politician,m,1,Herbert Haupt -American pianist,m,1,Herbie Hancock -Football coach,m,1,Herman Edwards -Football player,m,1,Herman Moore -,m,1,Hermando Harton -Austrian alpine ski racer,m,2,Hermann Maier -Tennis player,m,1,Hermes Gamonal -Filipino Politician,m,1,Hermogenes Ebdane Jr -Soccer player,m,1,Hernan Crespo -Soccer player,m,1,Hernan Diaz -,f,2,Herta Daeubler-Gmelin -,f,1,Hestrie Cloette -,m,2,Hichiro Naemura -Baseball outfielder,m,2,Hideki Matsui -Video game company,m,1,Hideki Sato -Former soccer player,m,1,Hidetoshi Nakata -Iraqi Politician,m,1,Hikmat al-Azzawi -American actress,f,3,Hilary Duff -British writer,f,1,Hilary McKay -Quinton Fortune's mother,f,1,Hilda Fortune -Former First Lady of the United States,f,14,Hillary Clinton -,m,1,Hilmi Akin Zorlu -General,m,2,Hilmi Ozkok -,m,1,Himmler Rebu -Former President of the Dominican Republic,m,4,Hipolito Mejia -,m,1,Hiroki Gomi -Japanese voice actor,m,1,Hiroyuki Yoshino -,m,2,Hisao Oguchi -Japanese diplomat,m,1,Hisashi Owada -,m,1,Hisham Halawi -Charles Robert Jenkins' wife,f,5,Hitomi Soga -Japanese physician,m,1,Hitoshi Oshitani -Japanese diplomat,m,1,Hitoshi Tanaka -,f,1,Hoda Asfor -American actress,f,7,Holly Hunter -American actress,f,1,Holly Robinson Peete -South Korean soccer player,m,1,Hong Myung -Executive,m,2,Hootie Johnson -,m,1,Horace Donovan Reid -Author,m,1,Horace Newcomb -,m,1,Horacio Julio Pina -,m,1,Horacio de Jesus Montoya -Former President of Germany,m,3,Horst Koehler -Former President of Egypt,m,9,Hosni Mubarak -Former Governor of Vermont,m,12,Howard Dean -Italian film actor,m,1,Howard Ross -American businessman,m,2,Howard Schultz -Company,m,2,Howard Smith -American radio personality,m,1,Howard Stern -Businessman,m,1,Howard Stringer -Soccer player,m,1,Howard Wilkinson -Indian actor,m,1,Hrithik Roshan -Former General Secretary of the Communist Party of China,m,15,Hu Jintao -,m,1,Hu Maoyuan -,m,1,Huan Chung Yi -,m,1,Huang Suey-Sheng -American professional golfer,m,1,Hubert Green -American basketball coach,m,1,Hubie Brown -Former football player,m,1,Hugh Campbell -Former Governor of New York,m,1,Hugh Carey -Actor,m,9,Hugh Grant -American businessman,m,1,Hugh Hefner -Ice hockey winger,m,1,Hugh Jessiman -Scottish geologist,m,1,Hugh Miller -Former President of Venezuela,m,71,Hugo Chavez -Argentine soccer player,m,1,Hugo Colace -Volleyball player,m,1,Hugo Conte -Portuguese soccer player,m,1,Humberto Coelho -Mexican soccer player,m,1,Humberto Espinoza -Prime Minister of Cambodia,m,4,Hun Sen -Olympic athlete,f,1,Hung Wan-ting -Company,m,1,Hunter Bates -Triathlete,m,1,Hunter Kemper -,m,1,Hushiar Zebari -,m,1,Hussam Mohammed Amin -,m,1,Hussein Malik -Indonesian businessman,m,1,Hutomo Mandala Putra -,m,1,Hwang Doo-yun -Soccer player,m,1,Iain Anderson -Member of Parliament of the United Kingdom,m,4,Iain Duncan Smith -,m,1,Iain Richmond -Scottish music writer,m,1,Ian Campbell -Singer-songwriter,m,1,Ian Gillan -,m,1,Ian Huntley -Australian businessman,m,1,Ian Knop -Actor,m,3,Ian McKellen -Ice hockey player,m,1,Ian Moran -Politician,m,1,Ian Smith -Australian swimmer,m,10,Ian Thorpe -Researcher,m,1,Ian Wilmut -Bicycler,m,2,Iban Mayo -Author,m,1,Ibrahim Al-Marashi -Syrian Politician,m,1,Ibrahim Haddad -,m,1,Ibrahim Hilal -Former Prime Minister of Iraq,m,2,Ibrahim Jaafari -Political leader,m,1,Ibrahim Rugova -Former President of Uganda,m,1,Idi Amin -,m,1,Ignacio Antonio Velasco -American canon,m,1,Ignatius Wang -Former Minister of Foreign Affairs of the Russian Federation,m,20,Igor Ivanov -Politician,m,1,Igor Trunov -Brazilian-Israeli economist,m,1,Ilan Goldfajn -Israeli fighter pilot,m,3,Ilan Ramon -President of Azerbaijan,m,1,Ilham Aliev -Romanian tennis player,m,1,Ilie Nastase -Author,m,1,Imad Khadduri -Syrian ambassador,m,2,Imad Moustapha -,m,1,Imam Samudra -Filipino socialite,f,1,Imelda Marcos -Prime Minister of Pakistan,m,1,Imran Khan -,m,1,Imre Kertasz -Cricketer,m,2,Inam-ul-Haq -Infanta,f,1,Infanta Cristina -,f,1,Inga Hall -Colombian-French politician,f,1,Ingrid Betancourt -Spanish diplomat,m,2,Inocencio Arias -,f,3,Intisar Ajouri -Romanian Politician,m,1,Ion Iliescu -Romanian businessman,m,1,Ion Tiriac -,m,1,Ira Einhorn -,f,1,Iran Brown -Arthur Marx's ex-wife,f,1,Irene Kahn -Cricketer,m,1,Irfan Ahmed -,f,1,Irina Framtsova -Russian ice dancer,f,1,Irina Lobacheva -Olympic athlete,f,1,Irina Yatchenko -Attorney General for the District of Columbia,m,1,Irv Nathan -,m,1,Irwan Fadzi Idris -Film editor,f,1,Isabel Orellana -Swimmer,f,1,Isabela Moraes -Actress,f,3,Isabella Rossellini -French actress,f,2,Isabelle Huppert -Actor,m,2,Isaiah Washington -Inventor,m,2,Ishaq Shahryar -,m,1,Isidro Pastor -Former President of Uzbek SSR,m,1,Islam Karimov -Singer,m,1,Ismael Miranda -Political leader,m,1,Ismail Abu Shanab -Turkish Politician,m,1,Ismail Cem -Politician,m,1,Ismail Khan -Indian film producer,m,2,Ismail Merchant -Former President of Brazil,m,1,Itamar Franco -American-Israeli Violinist,m,1,Itzhak Perlman -Tennis player,f,2,Iva Majoli -Spanish soccer player,m,1,Ivan Helguera -,m,1,Ivan Lee -Actor,m,1,Ivan Shvedoff -Politician,m,1,Ivan Stambolic -Model,f,1,Ivana Trump -Czech tennis player,f,1,Iveta Benesova -Volleyball player,m,1,Ivo Dubs -Iraqi Politician,m,1,Izzat Ibrahim -American singer-songwriter,m,1,JC Chasez -American basketball player,m,2,JJ Redick -British novelist,f,6,JK Rowling -,m,1,JP Suarez -Baseball player,m,1,JT Snow -Dutch politician,m,1,Jaap de Hoop Scheffer -,m,1,Jack Goodman -,m,2,Jack Grubman -Author,m,1,Jack Knowlton -Fitness expert,m,1,Jack LaLanne -American actor,m,3,Jack Nicholson -Ozzy Osbourne's son,m,1,Jack Osbourne -American filmmaker,m,1,Jack Smith -Politician,m,28,Jack Straw -Lobbyist,m,1,Jack Valenti -American executive,m,1,Jack Welch -Martial artist,m,13,Jackie Chan -,m,1,Jackie Dennis -Football player,m,1,Jackie Sherrill -Singer,m,1,Jacky Cheung -Economist,m,1,Jacob Frenkel -,f,1,Jacqueline Edwards -Chief Executive of Ann Summers,f,1,Jacqueline Gold -,f,1,Jacqueline Marris -American actress,f,2,Jacqueline Obradors -Former President of France,m,52,Jacques Chirac -South African cricketer,m,1,Jacques Kallis -Belgian physician,m,10,Jacques Rogge -Canadian racing driver,m,1,Jacques Villeneuve -American actress,f,2,Jada Pinkett Smith -Jewellery designer,f,1,Jade Jagger -Islamic scholar,m,1,Jafar Umar Thalib -,m,1,Jaime Orti -American actress,f,1,Jaime Pressly -,m,1,Jake Brace -American actor,m,5,Jake Gyllenhaal -Former football player,m,1,Jake Plummer -Swiss diplomat,m,1,Jakob Kellenberger -Former President of Iraq,m,1,Jalal Talabani -American basketball player,m,1,Jalen Rose -Former White House Chief of Staff,m,1,James Baker -,m,1,James Ballenger -American executive,m,1,James Barksdale -Author,m,1,James Becker -Singer-songwriter,m,14,James Blake -,m,1,James Brazelton -,m,1,James Brosnahan -American singer,m,1,James Brown -American olympic athlete,m,2,James Butts -American actor,m,3,James Caan -Canadian filmmaker,m,3,James Cameron -American commentator,m,1,James Carville -American actor,m,1,James Coburn -Painter,m,1,James Collinson -,m,1,James Comey -,m,1,James Coviello -Rugby player,m,3,James Cunningham -Justice,m,1,James Dingemans -American actor,m,2,James Franco -American actor,m,3,James Gandolfini -Swimmer,m,1,James Gibson -,m,1,James Hakett -Author,m,1,James Hallock -Songwriter,m,1,James Harris -Television personality,m,1,James Hill -American labor leader,m,1,James Hoffa -English poet,m,1,James Hughes -American film director,m,2,James Ivory -Football wide receiver,m,2,James Jones -Australian rules footballer,m,11,James Kelly -English cricketer,m,1,James Kirtley -,m,4,James Kopp -,m,1,James Layug -Historian,m,1,James Lockhart -Canadian basketball player,m,2,James Maguire -American basketball player,m,1,James Mathis -Television presenter,m,1,James May -Former Governor of New Jersey,m,4,James McGreevey -American professional wrestling promoter,m,1,James McMahon -American historian,m,1,James McPherson -Legislator,m,1,James Meeks -,m,1,James Meredeth -American bass,m,2,James Morris -Chief Executive Officer of 21st Century Fox,m,1,James Murdoch -Soccer player,m,2,James Parker -Actor,m,1,James Phelps -Rugby league rugby centre,m,1,James Roberts -Scholar,m,1,James Robertson Jr -American mixed martial artist,m,2,James Schultz -United States Representative,m,1,James Sensenbrenner -American boxer,m,2,James Smith -,m,1,James Spalding -Former United States Representative,m,3,James Traficant -Author,m,1,James W Kennedy -,m,1,James Wallack -Inventor,m,1,James Watt -,m,1,James Wattana -American actor,m,1,James Williams -American-Australian lawyer,m,5,James Wolfensohn -Physician,m,1,James Young -Basketball player,f,1,Jamie Carey -American ice hockey player,m,1,Jamie Cooke -CEO of JPMorgan Chase,m,1,Jamie Dimon -,m,1,Jamie Kellner -American actress,f,1,Jamie King -,f,1,Jamie Lee Curtis -Football player,m,1,Jamie Martin -,m,1,Jamie Olis -,m,2,Jamie Villafane -Former football player,m,1,Jamir Miller -Mountain climber,m,2,Jamling Norgay -American tennis player,m,3,Jan-Michael Gambill -,m,1,Jan Bjoerklund -Dutch cinematographer,m,1,Jan De Bont -,m,1,Jan Paul Miller -Former Prime Minister of the Netherlands,m,1,Jan Peter Balkenende -Norwegian Politician,m,1,Jan Petersen -Dutch politician,m,1,Jan Pronk -German bicycler,m,6,Jan Ullrich -American basketball player,m,1,Jan van Breda Kolff -Freestyle swimmer,f,1,Jana Henke -Australian athlete,f,1,Jana Pittman -American journalist,f,1,Jane Clayson -American actress,f,2,Jane Fonda -American actress,f,2,Jane Kaczmarek -American actress,f,1,Jane Krakowski -Actress,f,1,Jane Leeves -Australian actress,f,1,Jane Menelaus -American television journalist,f,2,Jane Pauley -Actress,f,1,Jane Riley -Singer,f,1,Jane Rooney -American film actress,f,1,Jane Russell -Journalist,f,1,Jane Walker Wood -,f,1,Janela Jara -Actor,f,1,Janet Chandler -,f,1,Janet Crawford -Politician,f,1,Janet Ecker -Author,f,1,Janet Horvath -American actress,f,1,Janet Leigh -Former Governor of Arizona,f,4,Janet Napolitano -,f,2,Janet Thorpe -Slovak tennis player,f,1,Janette Husarova -Former Prime Minister of Slovenia,m,1,Janez Drnovsek -Alpine ski racer,f,2,Janica Kostelic -,f,1,Janice Abreu -Film producer,f,1,Janice Goldfinger -German backstroke swimmer,f,1,Janine Pietsch -,f,1,Janis Ruth Coulter -Cinematographer,m,1,Janusz Kaminski -Moroccan long-distance runner,m,1,Jaouad Gharib -,f,1,Jaqueline Godoy -Ice hockey winger,m,1,Jaromir Jagr -American actor,m,2,Jason Alexander -American radio disc jockey,m,1,Jason Bentley -American actor,m,1,Jason Biggs -Football quarterback,m,1,Jason Campbell -Football player,m,1,Jason Clermont -American basketball player,m,1,Jason Gardner -Professional baseball player,m,2,Jason Jennings -American basketball player,m,1,Jason Kapono -Basketball player,m,1,Jason Keep -American basketball coach,m,10,Jason Kidd -American swimmer,m,2,Jason Lezak -American television actor,m,1,Jason Mewes -Actor,m,1,Jason Petty -American-Canadian actor,m,1,Jason Priestley -Football cornerback,m,1,Jason Sehorn -Lecturer,m,1,Jason Sorens -Actor,m,1,Jason Statham -Author,m,1,Jason Vale -Football quarterback,m,1,Jason White -Spanish actor,m,1,Javier Bardem -Spanish actor,m,1,Javier Camara -Uruguayan soccer player,m,1,Javier Delgado -Soccer player,m,1,Javier Saviola -Spanish physicist,m,10,Javier Solana -Spanish guitarist,m,1,Javier Vargas -Spanish television presenter,m,1,Javier Vazquez -Volleyball player,m,3,Javier Weber -Argentine soccer player,m,1,Javier Zanetti -,m,1,Jawad Boulus -General,m,6,Jay Garner -American comedian,m,3,Jay Leno -CFO of Disney,m,2,Jay Rasulo -Tennis player,m,1,Jaymon Crabb -,f,1,Jayne Yarris -American basketball player,m,3,Jayson Williams -,m,2,Jean-Claude Braquet -President of the European Commission,m,2,Jean-Claude Juncker -French economist,m,2,Jean-Claude Trichet -Belgian actor,m,1,Jean-Claude Van Damme -French diplomat,m,10,Jean-David Levitte -,m,1,Jean-Francois Lemounier -Businessman,m,3,Jean-Francois Pontal -Film actor,m,1,Jean-Luc Bideau -,m,1,Jean-Marc Olive -Ambassador,m,2,Jean-Marc de La Sabliere -French bicycler,m,1,Jean-Patrick Nazon -Politician,m,1,Jean-Pierre Bemba -Former Prime Minister of France,m,7,Jean-Pierre Raffarin -,m,1,Jean-Rene Fourtou -Ice hockey goaltender,m,2,Jean-Sebastien Giguere -,f,2,Jean Brumley -Former United States Senator,f,2,Jean Carnahan -Canadian guitarist,m,17,Jean Charest -Former Prime Minister of Canada,m,55,Jean Chretien -,f,1,Jean Nagel -President of the Fédération Internationale de l'Automobile,m,1,Jean Todt -Former United States Ambassador to the United Nations,f,1,Jeane Kirkpatrick -Danish swimmer,f,1,Jeanette Gray -,f,1,Jeanette Stauffer -,f,1,Jeanne Anne Schroeder -French actress,f,2,Jeanne Moreau -,f,1,Jeannette Biedermann -Former Governor of Florida,m,12,Jeb Bush -American actor,m,1,Jeff Bridges -American basketball coach,m,1,Jeff Bzdelik -,m,1,Jeff Dederian -Actor,m,1,Jeff Feldman -Former football player,m,1,Jeff George -American basketball coach,m,1,Jeff Hornacek -,m,1,Jeff Roehm -,m,1,Jeff Schiffner -American basketball coach,m,3,Jeff Van Gundy -Baseball player,m,1,Jeff Weaver -Olympic athlete,m,2,Jefferson Perez -,m,1,Jeffery Hendren -,m,1,Jeffery Strelzin -Member of Parliament of the United Kingdom,m,2,Jeffrey Archer -American mechanical engineer,m,1,Jeffrey Ashby -Member of Parliament of the United Kingdom,m,1,Jeffrey Donaldson -American executive,m,2,Jeffrey Immelt -American character actor,m,2,Jeffrey Jones -American businessman,m,1,Jeffrey Katzenberg -American professor,m,1,Jeffrey Pfeffer -,m,2,Jeffrey Scott Postell -Writer,f,8,Jelena Dokic -,f,1,Jen Bice -American reality show,f,1,Jen Schefft -American actress,f,1,Jenna Elfman -American Politician,f,1,Jennette Bradley -American olympian,f,1,Jennie Finch -American actress,f,1,Jennie Garth -American actress,f,21,Jennifer Aniston -American tennis player,f,42,Jennifer Capriati -American actress,f,4,Jennifer Connelly -,f,1,Jennifer Furminger -American actress,f,12,Jennifer Garner -Former Governor of Michigan,f,1,Jennifer Granholm -Court case,f,1,Jennifer Gratz -Fictional character,f,4,Jennifer Keller -American singer,f,21,Jennifer Lopez -American actress,f,1,Jennifer Love Hewitt -,f,1,Jennifer McCoy -,f,1,Jennifer Murray -American singer,f,1,Jennifer Pena -Australian swimmer,f,2,Jennifer Reilly -,f,1,Jennifer Renee Short -American speed skater,f,2,Jennifer Rodriguez -Actress,f,2,Jennifer Thompson -American-Canadian actress,f,1,Jennifer Tilly -,f,1,Jenny Romero -Soccer player,m,1,Jens Lehmann -South Korean Politician,m,9,Jeong Se-hyun -American art director,f,1,Jerelle Kraus -Judge,m,1,Jeremy Fogel -Fictional character,m,1,Jeremy Gompertz -British diplomat,m,24,Jeremy Greenstock -Football tight end,m,2,Jeremy Shockey -Canadian speed skater,m,1,Jeremy Wotherspoon -Actress,f,1,Jeri Ryan -French tennis player,m,1,Jerome Golmard -Basketball coach,m,1,Jerome Jenkins -,m,1,Jerry Angelo -American film producer,m,1,Jerry Bruckheimer -Businessman,m,1,Jerry Colangelo -American televangelist,m,2,Jerry Falwell -American model,f,1,Jerry Hall -American businessman,m,1,Jerry Jones -American comedian,m,1,Jerry Lewis -,m,1,Jerry McEntee -American basketball coach,m,1,Jerry Oliver -,m,1,Jerry Pauley -,m,4,Jerry Regier -Football wide receiver,m,1,Jerry Rice -American stand-up comedian,m,1,Jerry Seinfeld -,m,1,Jerry Sexton -American basketball player,m,1,Jerry Sloan -American-British television presenter,m,4,Jerry Springer -Basketball coach,m,1,Jerry Tarkanian -Swedish professional golfer,m,1,Jesper Parnevik -American singer-songwriter,m,3,Jesse Harris -Former United States Senator,m,1,Jesse Helms -American civil rights activist,m,9,Jesse Jackson -American professional wrestler,m,1,Jesse James -American professional boxer,m,2,Jesse James Leija -American actor,m,3,Jesse Ventura -American actress,f,2,Jessica Alba -American actress,f,1,Jessica Biel -American basketball player,f,1,Jessica Brungo -American actress,f,1,Jessica Capshaw -American film actress,f,2,Jessica Lange -Soldier,f,2,Jessica Lynch -American singer,f,1,Jessica Simpson -Spanish lawyer,m,1,Jesus Cardenal -Liberian Politician,f,1,Jewel Howard-Taylor -Political leader,m,2,Jia Qinglin -Former General Secretary of the Communist Party of China,m,20,Jiang Zemin -Baseball pitcher,m,1,Jim Abbott -American professional golfer,m,1,Jim Ahern -Recording engineer,m,1,Jim Anderson -Baseball player,m,1,Jim Beattie -Football coach,m,1,Jim Bollman -Former United States Senator,m,1,Jim Bunning -Basketball coach,m,1,Jim Calhoun -American businessman,m,1,Jim Cantalupo -American-Canadian actor,m,3,Jim Carrey -Former Governor of Wisconsin,m,1,Jim Doyle -Baseball center fielder,m,2,Jim Edmonds -American coach,m,1,Jim Fassel -Former Member of Provincial Parliament of Ontario,m,1,Jim Flaherty -,m,1,Jim Freudenberg -American professional golfer,m,6,Jim Furyk -Rugby player,m,1,Jim Greenwood -Former Mayor of Los Angeles,m,4,Jim Hahn -Professional baseball player,m,1,Jim Hardin -American basketball coach,m,2,Jim Harrick -Football coach,m,1,Jim Haslett -,m,1,Jim Hendry -Former American senator,m,1,Jim Jeffords -Football quarterback,m,1,Jim Kelly -Former U.S. Representative,m,1,Jim Leach -American attorney,m,1,Jim Letten -,m,1,Jim Nochols -Newscaster,m,3,Jim OBrien -Football center,m,1,Jim Otto -Baseball player,m,1,Jim Parque -American basketball player,m,1,Jim Paxson -Olympic swimmer,m,1,Jim Piper -Former Illinois Attorney General,m,1,Jim Ryan -Event,m,1,Jim Schwarz -,m,1,Jim Spinoza -,m,1,Jim Sterk -Former American senator,m,1,Jim Talent -Football fullback,m,1,Jim Taylor -American baseball player,m,1,Jim Thome -President of Youngstown State University,m,4,Jim Tressel -,m,1,Jim Wall -,m,1,Jim Wessling -Lyricist,m,1,Jim Wong -Former football player,m,1,Jim Zorn -39th U.S. President,m,9,Jimmy Carter -Baseball player,m,1,Jimmy Gobble -,m,1,Jimmy Gurule -American record producer,m,1,Jimmy Iovine -,m,1,Jimmy Jimenez -American talk show,m,2,Jimmy Kimmel -American evangelist,m,1,Jimmy Lee -American actor,m,1,Jimmy Smits -,m,1,Jimmy Szymanski -Czech tennis player,m,11,Jiri Novak -American musical artist,f,2,Jo Dee Messina -,m,1,Jo Joong-hyon -American lawyer,f,2,Joan Claybrook -Actress,f,1,Joan Collins -,f,1,Joan Dangerfield -American singer-songwriter,f,1,Joan Jett -Spanish Politician,m,9,Joan Laporta -Actress,f,1,Joanna Poitier -,f,1,Joanne Duquette -American actress,f,1,Joanne Woodward -,m,1,Joao Rocha -Brazilian economist,m,1,Joaquim Levy -Spanish professional road racing cyclist,m,1,Joaquim Rodriguez -American actor,m,1,Joaquin Phoenix -Spanish soccer player,m,1,Joaquin Sanchez -Dutch Politician,m,2,Job Cohen -American actress,f,3,Jodie Foster -Australian swimmer,f,1,Jodie Henry -Fashion model,f,1,Jodie Kidd -,m,1,Jody Richards -Professional boxer,m,2,Joe Calzaghe -American film director,m,1,Joe Carnahan -Singer,m,1,Joe Cocker -American basketball coach,m,1,Joe Cravens -Baseball player,m,1,Joe Crede -,m,1,Joe Darrell -Former football player,m,1,Joe DeLamielleure -,m,1,Joe Dicaro -American basketball player,m,2,Joe Dumars -Ice hockey defenseman,m,1,Joe Finley -,m,1,Joe Friedberg -Soccer player,m,1,Joe Garner -Canadian boxer,m,2,Joe Gatti -Provost of the University of Florida,m,1,Joe Glover -American motorcycle racer,m,1,Joe Leonard -Former United States Senator,m,13,Joe Lieberman -American actor,m,1,Joe Mantegna -American actor,m,2,Joe Mantello -Brazilian musician,m,1,Joe Mendes -Fictional character,m,1,Joe Metz -American musical artist,m,4,Joe Nichols -American character actor,m,1,Joe Pantoliano -Football player,m,1,Joe Paterno -CEO of Willis Group,m,1,Joe Plumeri -Musician,m,1,Joe Strummer -American executive,m,4,Joe Torre -,m,1,Joe Vandever -American television director,m,1,Joel Gallen -,m,1,Joel Todd -,m,2,Joerg Haider -,m,1,Joey Buttafuoco -Football quarterback,m,1,Joey Harrington -American speed skater,m,1,Joey Mantia -Belgian bicycler,m,1,Johan Bruyneel -Former President of Germany,m,1,Johannes Rau -General,m,9,John Abizaid -American serial killer,m,11,John Allen Muhammad -American musician,m,1,John Anderson -Former Governor of Missouri,m,53,John Ashcroft -Former Governor of Maine,m,1,John Baldacci -,m,2,John Banko -Composer,m,1,John Barnett -American comedian,m,1,John Belushi -Anthony Fazio's father,m,2,John Blaney -National Security Advisor of the United States,m,17,John Bolton -Soccer player,m,1,John Bond -American basketball coach,m,2,John Brady -Baseball player,m,1,John Burkett -Member of Parliament of the United Kingdom,m,1,John Burnett -Irish writer,m,1,John Connolly -,m,1,John Coomber -United States Senator,m,1,John Cornyn -Musical artist,m,1,John Cruz -American actor,m,2,John Cusack -,m,1,John Dallager -,m,1,John Daly Jr -Former United States Senator,m,1,John Danforth -Ecclesiastic,m,1,John Darby -American photographer,m,1,John Duprey -Attorney,m,1,John Eastman -American Politician,m,1,John Eder -Former American senator,m,8,John Edwards -Football quarterback,m,1,John Elway -Former Governor of Michigan,m,1,John Engler -35th U.S. President,m,2,John F Kennedy Jr -American professor,m,1,John Fenn -Ice hockey player,m,1,John Ferguson -Former football player,m,1,John Fox -Baseball player,m,1,John Franco -United States Representative,m,2,John Garamendi -American priest,m,1,John Geoghan -Australian rules footballer,m,1,John Goold -,m,1,John Gordnick -Ice hockey player,m,1,John Gruden -Soccer player,m,1,John Hartson -Poet,m,1,John Henry -United states naval aviator,m,1,John Herrington -Former Prime Minister of Australia,m,19,John Howard -Fictional superhero,m,1,John Jones -,m,2,John Jumper -American actor,m,1,John Kerr -Former United States Secretary of State,m,17,John Kerry -Former Viceroy of India,m,1,John Lawrence -Actor,m,1,John Leguizamo -Singer-songwriter,m,1,John Lennon -,m,1,John Lisowski -American actor,m,1,John Lithgow -Football strong safety,m,1,John Lynch -Baseball player,m,1,John Mabry -Football coach,m,1,John Madden -American actor,m,3,John Malkovich -Canadian lawyer,m,7,John Manley -American physicist,m,1,John Marburger -American singer-songwriter,m,3,John Mayer -Former United States Senator,m,7,John McCain -Australian theatre actor,m,2,John McCallum -Tenor,m,2,John McCormack -American tennis player,m,2,John McEnroe -Football coach,m,1,John McKay -American writer,m,1,John Moe -American professional wrestler,m,1,John Moxley -American mathematician,m,1,John Nash -United States Director of National Intelligence,m,31,John Negroponte -Australian counsel,m,1,John Nimmo -American Politician,m,1,John Norquist -American entrepreneur,m,1,John Paul DeJoria -Pope,m,11,John Paul II -,m,1,John Perrota -Priest,m,1,John Petty -CEO of Exor,m,1,John Philip Elkann -Member of Parliament of the United Kingdom,m,1,John Prescott -Member of Parliament of the United Kingdom,m,3,John Reid -American television actor,m,2,John Reilly -Surgeon,m,1,John Richardson -Franchiser,m,2,John Rigas -American author,m,1,John Robbins -President of The Citadel,m,3,John Rosa -Actor,m,1,John Rowe -Fictional character,m,2,John Rowland -Professional boxer,m,2,John Ruiz -Trader,m,1,John Rusnak -Former U.S. Congressman,m,1,John Salazar -,m,1,John Scarlett -,m,1,John Sidgmore -Physician,m,17,John Snow -American actor,m,2,John Spencer -Football player,m,2,John Stallworth -Basketball shooting guard,m,1,John Starks -American basketball player,m,5,John Stockton -Former Governor of New Hampshire,m,1,John Sununu -British journalist,m,1,John Sweeney -Commissioner of the ACC,m,3,John Swofford -Musician,m,2,John Taylor -United States Senator,m,1,John Thune -American policeman,m,2,John Timoney -American actor,m,7,John Travolta -"Elementary school in Springdale, Arkansas",m,1,John Tyson -Jockey,m,1,John Velazquez -American television personality,m,2,John Walsh -Former United States Senator,m,4,John Warner -American actor,m,1,John Wayne -Artist,m,1,John White -American composer,m,1,John Williams -American tennis player,m,2,John Wolf -Cricketer,m,1,John Wright -American coach,m,1,Johnnie Lynn -American racing driver,m,1,Johnny Benson -American television host,m,2,Johnny Carson -American actor,m,2,Johnny Depp -French singer,m,1,Johnny Hallyday -,f,1,Johnny Htu -American professional boxer,m,3,Johnny Tapia -Football player,m,2,Johnny Unitas -,m,2,Johnson Panjaitan -,f,2,Jolanta Kwasniewski -,m,1,Jon Constance -Former United States Senator,m,3,Jon Corzine -Football coach,m,7,Jon Gruden -Football quarterback,m,1,Jon Kitna -American comedian,m,1,Jon Stewart -American actor,m,3,Jon Voight -,m,1,Jonathan Arden -American professional golfer,m,1,Jonathan Byrd -American preacher,m,8,Jonathan Edwards -Author,m,1,Jonathan Fine -American gymnast,m,1,Jonathan Horton -Director,m,1,Jonathan Karsh -American film director,m,2,Jonathan Mostow -Copywriter,m,1,Jonathan Schroeder -Olympic athlete,m,1,Jonathan Tiomkin -Soccer player,m,1,Jonathan Woodgate -,m,2,Jong Thae Hwa -Baseball player,m,4,Jong Wook Lee -,m,1,Jorge Alberto Galindo -Mexican professional boxer,m,2,Jorge Arce -Former President of Uruguay,m,3,Jorge Batlle -Mexican Politician,m,2,Jorge Castaneda -,m,1,Jorge Enrique Jimenez -,m,1,Jorge Marquez-Ruarte -American-Cuban musician,m,1,Jorge Moreno -,m,1,Jorge Quiroga -,m,2,Jorge Rodolfo Canicoba Corral -Soccer player,m,2,Jorge Valdano -,m,1,Jorma Huhtala -German Politician,m,19,Joschka Fischer -Tennis player,m,1,Jose Acasuso -Former Vice President of Brazil,m,1,Jose Alencar -French farmer,m,1,Jose Bove -Baseball outfielder,m,3,Jose Canseco -,m,1,Jose Canseco Sr -Bolivian goalkeeper,m,1,Jose Carlo Fernandez -Tenor,m,1,Jose Carreras -Soccer player,m,1,Jose Cevallos -Brazilian Politician,m,2,Jose Dirceu -Brazilian Politician,m,1,Jose Genoino -Mexican singer,m,1,Jose Jose -,m,1,Jose Lina -,m,1,Jose Lopez Beltran -Paraguayan soccer player,m,1,Jose Luis Chilavert -Former Prime Minister of Spain,m,1,Jose Luis Rodriguez Zapatero -Mexican lawyer,m,1,Jose Luis Santiago Vasconcelos -Portuguese Politician,m,6,Jose Manuel Durao Barroso -Former Prime Minister of Spain,m,23,Jose Maria Aznar -Politician,m,1,Jose Miguel Aleman -Portuguese football coach,m,2,Jose Mourinho -Baseball player,m,1,Jose Rosado -Jockey,m,1,Jose Santos -Former President of Brazil,m,3,Jose Sarney -Brazilian senator,m,9,Jose Serra -Ice hockey goaltender,m,2,Jose Theodore -Former Vice President of Venezuela,m,1,Jose Vicente Rangel -Brazilian diplomat,m,2,Jose Viegas Filho -Mexican political scientist,m,1,Jose Woldenberg -Former Vice President of the United States,m,5,Joseph Biden -,m,2,Joseph Blatter -Economist,m,3,Joseph Deiss -Former President of the Philippines,m,4,Joseph Estrada -Film actor,m,1,Joseph Fiennes -Religious leader,m,1,Joseph Galante -"Mayor of Bridgeport, Connecticut",m,1,Joseph Ganim -,m,1,Joseph Hoy -President of the Democratic Republic of the Congo,m,1,Joseph Kabila -Musical artist,m,1,Joseph LePore -Football defensive back,m,1,Joseph Lopez -,m,1,Joseph Nacchio -Military commander,m,2,Joseph Ralston -Chairman of Safra National Bank of New York,m,1,Joseph Safra -,m,1,Joseph Salgado -American basketball player,m,1,Josh Childress -American filmmaker,m,1,Josh Evans -Presenter,m,1,Josh Kronfeld -,m,1,Joshua Davey -American singer,m,1,Joshua Gracin -,m,1,Joshua Harapko -Medical examiner,m,1,Joshua Perper -Physician,m,1,Joxel Garcia -American actress,f,1,Joy Bryant -American nurse,f,1,Joy Lee Sadler -,m,1,Juan Antonio Samaranch -Former King of Spain,m,1,Juan Carlos -Spanish tennis player,m,28,Juan Carlos Ferrero -Mexican soccer player,m,1,Juan Carlos Morales -Film writer,m,1,Juan Carlos Ortega -Island group in Chile,m,1,Juan Fernandez -Mexican football coach,m,1,Juan Francisco Palencia -Tennis player,m,3,Juan Ignacio Chela -Spanish professor,m,1,Juan Jose Lucas -Mexican professional boxer,m,3,Juan Manuel Marquez -Colombian racing driver,m,8,Juan Pablo Montoya -,m,1,Juan Roman Carrasco -Argentine soccer player,m,1,Juan Roman Riquelme -Soccer player,m,1,Juan Sanchez -,m,2,Juan Valencia Osorio -Colombian musician,m,3,Juanes -,m,1,Judd Davies -Actor,m,2,Jude Law -Actress,f,2,Judi Dench -,f,1,Judi Patton -American registered nurse,f,1,Judith Nathan -American singer,f,1,Judy Dean -President of the University of South Florida,f,2,Judy Genshaft -,f,1,Judy Locy -American writer,f,1,Judy Spreckels -,f,1,Judy Vassar -German boxer,m,1,Juergen Braehmer -,m,1,Juergen Chrobog -,m,2,Juergen Peters -German architect,m,1,Juergen Schrempp -,m,1,Juergen Trittin -American television personality,f,1,Jules Asner -American novelist,f,1,Julia Glass -Actress,f,1,Julia Ormond -Former Prime Minister of Ukraine,f,3,Julia Tymoshenko -Football player,m,1,Julian Battle -Member of the Canadian House of Commons,m,1,Julian Fantino -American actress,f,2,Julianna Margulies -Actress,f,19,Julianne Moore -Actress,f,1,Julie Andrews -,f,15,Julie Gerberding -American basketball coach,f,1,Julie Goodenough -,f,1,Julie Infante -American director,f,2,Julie Taymor -Tennis player,m,1,Julien Boutter -Tennis player,m,1,Julien Varlet -French actress,f,1,Juliette Binoche -American actress,f,1,Juliette Lewis -Mexican professional boxer,m,1,Julio Cesar Chavez -Former Vice President of Paraguay,m,1,Julio Cesar Franco -Uruguayan economist,m,1,Julio De Brun -Spanish singer,m,2,Julio Iglesias Jr -Soccer striker,m,1,Julio Rossi -Puerto Rican basketball coach,m,1,Julio Toro -Politician,m,1,Julius Barnes -American basketball player,m,1,Julius Erving -,f,1,Juljia Vysotskij -South Korean professional baseball player,m,1,Jung Bong -Japanese soccer player,m,1,Junichi Inamoto -Former Prime Minister of Japan,m,60,Junichiro Koizumi -Japanese mountaineer,f,1,Junko Tabei -American athlete,m,2,Justin Gatlin -American singer,m,3,Justin Guarini -American professional golfer,m,4,Justin Leonard -,m,1,Justin Marshall -American singer-songwriter,m,8,Justin Timberlake -British racing driver,m,1,Justin Wilson -Belgian tennis player,f,3,Justine Henin -Panamanian model,f,7,Justine Pasek -,m,1,Kai-Uwe Ricke -Brazilian swimmer,m,1,Kaio Almeida -,m,1,Kaisser Bazan -Swedish olympic athlete,f,1,Kajsa Bergqvist -,m,1,Kalid Kaid -Astronaut,f,5,Kalpana Chawla -Iranian Politician,m,6,Kamal Kharrazi -Tunisian Politician,m,1,Kamel Morjane -,f,1,Kang Gum-sil -,m,1,Kaoru Hasuike -American swimmer,f,1,Kara Lynn Joyce -Indian actress,f,1,Kareena Kapoor -American film actress,f,1,Karen Allen -Fashion editor,f,1,Karen Clarkson -American actress,f,1,Karen Lynn Gorney -Actress,f,2,Karen Mok -,f,1,Karen Pereiras -American actress,f,1,Karen Sharpe Kramer -,f,1,Karin Pilsaeter -Edmund Stoiber's wife,f,2,Karin Stoiber -French actress,f,1,Karin Viard -Soccer player,m,1,Karl-Heinz Rummenigge -Tennis player,m,1,Karol Kucera -Swiss businessman,m,1,Kaspar Villiger -,f,1,Katalin Kollat -American-British-Swiss actress,f,1,Kate Burton -American actress,f,2,Kate Capshaw -American actress,f,9,Kate Hudson -Singer,f,1,Kate Lee -Model,f,1,Kate Moss -Player,f,1,Kate Richardson -Basketball player,f,1,Kate Starbird -Actress,f,4,Kate Winslet -,f,1,Katerina Smrzova -American actress,f,1,Katharine Hepburn -American Politician,f,4,Katherine Harris -,f,1,Kathie Louise Saunders -American lawyer,f,1,Kathleen Abernathy -Film producer,f,2,Kathleen Glynn -American attorney,f,4,Kathleen Kennedy Townsend -American director,f,2,Kathryn Bigelow -American actress,f,1,Kathryn Grayson -American actress,f,1,Kathryn Morris -Film producer,f,1,Kathryn Tucker -American film actress,f,1,Kathy Baker -American actress,f,1,Kathy Bates -Journalist,f,1,Kathy Gannon -,f,2,Kathy Winters -,f,1,Katie Boone -American journalist,f,1,Katie Couric -American vocalist,f,3,Katie Harman -American actress,f,1,Katie Holmes -American basketball player,f,1,Katie Smith -American television personality,f,1,Katie Wagner -German actress,f,1,Katja Riemann -Actress,f,1,Katrin Cartlidge -,f,1,Katrin Susi -Former United States Senator,f,1,Kay Bailey Hutchison -,f,1,Kay Behrensmeyer -Former football player,f,1,Kaye Young -Actor,m,12,Keanu Reeves -Leader of the Opposition,f,1,Keiko Sofia Fujimori -Actress,f,2,Keira Knightley -,m,1,Keith Bishop Jr -American basketball player,m,3,Keith Bogans -Scottish politician,m,1,Keith Brown -,m,1,Keith Fotta -Baseball athlete,m,1,Keith Foulke -American conductor,m,1,Keith Lockhart -,m,1,Keith Lowen -Sports commentator,m,1,Keith Olbermann -Professional baseball player,m,1,Keith Osik -,m,1,Keith Rodriguez -Film director,m,1,Keith Snyder -Artist,m,1,Keith Tyson -Singer-songwriter,m,1,Keith Urban -American basketball player,m,1,Keith Van Horn -Olympic athlete,m,1,Keizo Yamada -,f,2,Kelli White -American musical artist,f,1,Kellie Coffey -Actor,f,1,Kellie Greene -American singer-songwriter,f,3,Kelly Clarkson -Actress,f,1,Kelly Leigh -British singer-songwriter,f,1,Kelly Osbourne -American actress,f,1,Kelly Ripa -Brazilian basketball player,f,1,Kelly Santos -American actor,m,1,Kelsey Grammer -American basketball coach,m,3,Kelvin Sampson -Turkish economist,m,3,Kemal Dervis -,m,1,Ken Balk -American coach,m,1,Ken Dorsey -Designer,m,1,Ken Kutaragi -Director,m,1,Ken Loach -Baseball manager,m,3,Ken Macha -Japanese actor,m,2,Ken Watanabe -,m,1,Ken Wharfe -Ethiopian olympic athlete,m,1,Kenenisa Bekele -Officer,m,3,Kenneth Bowersox -British actor,m,2,Kenneth Branagh -,m,1,Kenneth Brill -Danish tennis player,m,1,Kenneth Carlsen -Film director,m,1,Kenneth Cooper -International lawyer,m,1,Kenneth Dam -Priest,m,2,Kenneth Evans -,m,1,Kenneth Reichert -Swedish race car driver,m,1,Kenny Brack -American singer-songwriter,m,1,Kenny Chesney -American actor,m,1,Kent McCord -Actor,m,1,Kent Robinson -American astronaut,m,2,Kent Rominger -Basketball coach,m,1,Kevin Borseth -American actor,m,8,Kevin Costner -,m,1,Kevin Crane -American basketball player,m,1,Kevin Garnett -,m,1,Kevin Gil -American race car driver,m,1,Kevin Harvick -Canadian musician,m,1,Kevin Hearn -American actor,m,1,Kevin James -Former soccer player,m,1,Kevin Keegan -Ice hockey defenceman,m,1,Kevin Marshall -Professional baseball player,m,1,Kevin Millwood -American actor,m,1,Kevin Nealon -,m,1,Kevin Satterfield -American actor,m,1,Kevin Sorbo -American actor,m,5,Kevin Spacey -American basketball coach,m,2,Kevin Stallings -,m,1,Kevin Tarrant -,m,1,Khader Rashid Rahim -,m,1,Khaled Sawalhi -Long-distance runner,m,1,Khalid Khannouchi -Internist,m,1,Khalid Qazi -,f,1,Khatol Mohammad Zai -Burmese military officer,m,1,Khin Nyunt -Political leader,m,1,Khum Bahadur Khadka -American actor,m,1,Kieran Culkin -British diplomat,m,2,Kieran Prendergast -,m,2,Kifah Ajouri -Basketball player,m,2,Kiki Vandeweghe -Actress,f,1,Kim Cattrall -,f,1,Kim Chinn -Belgian tennis player,f,14,Kim Clijsters -Former President of South Korea,m,8,Kim Dae-jung -Actress,m,1,Kim Dong-hwa -South Korean baseball player,m,1,Kim Dong-tae -American counsel,f,1,Kim Gandy -Kim Dae-jung's son,m,1,Kim Hong-gul -Kim Dae-jung's son,m,1,Kim Hong-up -,m,2,Kim Jin-sun -Former Supreme Leader of North Korea,m,4,Kim Jong-Il -South Korean actress,m,11,Kim Ryong-sung -,m,1,Kim Su Nam -Actress,f,1,Kim Weeks -North Korean Politician,m,3,Kim Yong-il -,m,1,Kim Yun-kyu -,f,1,Kimberly Bruckner -American socialite,f,1,Kimberly Stewart -Finnish racing driver,m,3,Kimi Raikkonen -American model,f,1,Kimora Lee -King of Jordan,m,5,King Abdullah II -Former King of Thailand,m,1,King Bhumibol Adulyadej -King of Nepal,m,1,King Gyanendra -American professional baseball player,m,1,Kirby Puckett -,m,1,Kirk Doerger -American actor,m,1,Kirk Douglas -Football coach,m,2,Kirk Ferentz -American gospel singer,m,1,Kirk Franklin -Director of the National Museum of Natural History,m,3,Kirk Johnson -,f,1,Kirsten Clark -Actress,f,1,Kirsten Dunst -,f,1,Kirsten Gilham -Former United States Senator,m,1,Kit Bond -Spanish navigator,m,1,Kitin Munoz -Norwegian Politician,m,3,Kjell Magne Bondevik -Executive Chairman of the World Economic Forum,m,1,Klaus Schwab -,m,2,Klaus Zwickel -American basketball player,m,3,Kobe Bryant -Ghanaian diplomat,m,32,Kofi Annan -Japanese diplomat,m,1,Koichi Haraguchi -Japanese engineer,m,1,Koichi Tanaka -Japanese diplomat,m,1,Koichiro Matsuura -Baseball pitcher,m,1,Koji Uehara -Chinese diplomat,m,1,Kong Quan -Professional boxer,m,1,Kostya Tszyu -Japanese Olympic swimmer,m,2,Kosuke Kitajima -,m,1,Krishna Bhadur Mahara -American actress,f,5,Kristanna Loken -American lawyer,f,3,Kristen Breitweiser -,f,1,Kristen Rivera -American actress,f,1,Kristin Chenoweth -American actress,f,3,Kristin Davis -Actress,f,1,Kristin Scott -Actress,f,1,Kristin Scott Thomas -Coach,f,1,Kristy Curry -Tiger Woods' mother,f,1,Kultida Woods -American basketball coach,m,1,Kurt Budke -American race car driver,m,2,Kurt Busch -,m,1,Kurt Hellstrom -American actor,m,2,Kurt Russell -American coach,m,1,Kurt Schottenheimer -Baseball catcher,m,1,Kurt Suzuki -,m,1,Kurt Tanabe -American basketball player,m,1,Kurt Thomas -Football quarterback,m,5,Kurt Warner -Former Mayor of Detroit,m,1,Kwame Kilpatrick -American Politician,m,1,Kweisi Mfume -Roh Moo-hyun's wife,f,3,Kwon Yang-sook -,m,1,Kwon Young-gil -Ice hockey player,m,1,Kyle McLaren -Canadian gymnast,m,1,Kyle Shewfelt -Party leader of the Party for Japanese Kokoro,f,1,Kyoko Nakayama -American actress,f,1,Kyra Sedgwick -Member of the Lok Sabha,m,3,LK Advani -Co-Chairman of 21st Century Fox,m,1,Lachlan Murdoch -American professional boxer,f,3,Laila Ali -American actress,f,2,Lana Clarkson -American professional road racing cyclist,m,18,Lance Armstrong -American singer,m,5,Lance Bass -Soccer player,m,1,Landon Donovan -Retail company,f,1,Lane Bryant -Vernon Odom's son,m,1,Lane Odom -Television journalist,f,1,Lara Logan -American film actor,m,1,Larenz Tate -American actor,m,1,Larry Anderson -,m,1,Larry Beinfest -Baseball manager,m,2,Larry Bowa -American basketball coach,m,7,Larry Brown -American multi-instrumentalist,m,1,Larry Campbell -Football coach,m,4,Larry Coker -American professional boxer,m,1,Larry Donald -American businessman,m,3,Larry Ellison -American basketball coach,m,1,Larry Eustachy -American publisher,m,1,Larry Flynt -Musician,m,1,Larry Greene -American film actor,m,1,Larry Hagman -,m,1,Larry Hahn -Basketball player,m,1,Larry Harris -American basketball player,m,2,Larry Johnson -American economist,m,2,Larry Lindsey -,m,2,Larry Lucchino -,m,1,Larry Nichols -Ice hockey player,m,1,Larry Pleau -Aron Ralston's father,m,1,Larry Ralston -Canadian businessman,m,1,Larry Tanenbaum -,m,1,Larry Templeton -Film producer,m,4,Larry Thompson -American comedian,m,1,Larry Wilmore -German tennis player,m,1,Lars Burgsmuller -Danish film director,m,3,Lars Von Trier -Cinematographer,m,1,Laszlo Kovacs -American basketball player,m,2,Latrell Sprewell -Broadcaster,f,1,Laura Bozzo -Former First Lady of the United States,f,41,Laura Bush -American-Mexican actress,f,1,Laura Elena Harring -Former Minister of Youth Affairs and Sports of France,f,1,Laura Flessel -,f,1,Laura Gobai -Journalist,f,2,Laura Hernandez -American actress,f,4,Laura Linney -,f,1,Laura Marlow -Italian film actress,f,1,Laura Morante -Italian singer-songwriter,f,1,Laura Pausini -Spanish politician,f,1,Laura Romero -American radio host,f,1,Laura Schlessinger -American film producer,f,1,Laura Ziskin -American medical doctor,f,1,Laurel Clark -American model,f,2,Lauren Hutton -Matt Cassel's wife,f,2,Lauren Killian -American actor,m,1,Laurence Fishburne -American lawyer,m,1,Laurence Tribe -Former President of the Ivory Coast,m,2,Laurent Gbagbo -French professional road racing cyclist,m,2,Laurent Jalabert -,m,1,Laurent Woulzy -Politician,m,1,Laurie Chan -,f,1,Laurie Hobbs -,f,1,Laurie Laychak -,f,1,Laurie Pirtle -Spokesman,m,1,Lawrence Di Rita -,m,1,Lawrence Foley -Minister of Agriculture,m,2,Lawrence MacAulay -American scientist,m,1,Lawrence Roberts -,m,1,Lawrence Vito -,m,1,Lazaro Castro -American singer,f,2,LeAnn Rimes -American basketball player,m,5,LeBron James -Justice,m,1,LeRoy Millette Jr -Executive,f,2,Lea Fastow -American actress,f,1,Leah Remini -Indian tennis player,m,2,Leander Paes -Brazilian basketball player,m,1,Leandrinho Barbosa -Uruguayan soccer player,m,1,Leandro Andrade -Italian-Uruguayan basketball player,m,1,Leandro Garcia -Former President of Poland,m,2,Lech Walesa -,f,1,Lee Ann Knight -,f,1,Lee Ann Terlaji -American singer-songwriter,f,1,Lee Ann Womack -Sheriff,m,1,Lee Baca -,m,1,Lee Byung-woong -South Korean film director,m,1,Lee Chang-dong -South Korean Politician,m,4,Lee Hoi-chang -South Korean singer,m,1,Lee Hong-ki -Tennis player,m,1,Lee Hyung-taik -South Korean singer,m,2,Lee Jun -,m,1,Lee Nam-shin -South Korean Politician,m,3,Lee Soo-hyuck -South Korean diplomat,m,2,Lee Tae-sik -,m,1,Lee Yeo-jin -Chemist,m,1,Lee Yuan-tseh -,m,1,Leigh Winchell -Australian swimmer,f,1,Leisel Jones -American actress,f,1,Lela Rochon -American bail bondsman,m,2,Leland Chapman -,m,1,Lemuel Montulo -,m,2,Len Jenoff -Russian singer,f,1,Lena Katina -Swedish actress,f,1,Lena Olin -Danish Politician,f,1,Lene Espersen -Swedish Politician,f,1,Leni Bjorklund -,m,1,Lennart Johansson -Professional boxer,m,3,Lennox Lewis -American singer-songwriter,m,1,Lenny Kravitz -American basketball player,m,3,Lenny Wilkens -Philanthropist,m,1,Leo Mullin -Spanish soccer player,m,1,Leo Ramirez -Basketball coach,m,1,Leon Barmore -,m,2,Leon LaPorte -Actor,m,1,Leon Lai -American geologist,m,1,Leon Silver -Author,m,1,Leonard Glick -American basketball coach,m,2,Leonard Hamilton -,m,1,Leonard Schrank -Italian businessman,m,1,Leonardo Del Vecchio -American actor,m,9,Leonardo DiCaprio -Argentine-Bolivian goalkeeper,m,1,Leonardo Fernandez -Former President of Ukraine,m,6,Leonid Kuchma -,f,1,Lesia Burlak -,f,1,Lesley Coppin -,f,1,Lesley Flood -,f,3,Lesley McCulloch -Robert Evans' ex-wife,f,2,Leslie Ann Woodward -Lawyer,f,3,Leslie Caldwell -American executive,m,2,Leslie Moonves -,m,1,Leslie Wiser Jr -American journalist,m,1,Lester Holt -Former Prime Minister of Poland,m,3,Leszek Miller -Spanish actress,f,1,Leticia Dolera -American Politician,f,1,Leticia Van de Putte -Olympic athlete,m,1,Leuris Pupo -Film producer,m,1,Lew Rywin -Executive,m,1,Lewis Booth -Chinese Politician,m,1,Li Changchun -Business magnate,m,1,Li Ka-shing -Former Premier of the People's Republic of China,m,9,Li Peng -Chinese Politician,m,1,Li Ruihuan -Chinese diplomat,m,8,Li Zhaoxing -Actor,m,3,Liam Neeson -,f,1,Liane Janda -,f,1,Lidija Djukanovic -,f,1,Lili Marinho -American actress,f,2,Lili Taylor -Italian film director,f,1,Liliana Cavani -Philanthropist,f,1,Lily Safra -American actress,f,2,Lily Tomlin -South Korean Politician,m,2,Lim Dong-won -Afghan athlete,f,1,Lima Azimi -Taiwanese Politician,m,1,Lin Yi-fu -,m,1,Lin Yung Hsi -Tennis player,f,2,Lina Krasnoroutskaya -Former United States Senator,m,1,Lincoln Chafee -,f,1,Linda Amicangioli -Trinidadian physician,f,1,Linda Baboolal -American actress,f,1,Linda Dano -,f,1,Linda Franklin -,f,1,Linda Ham -Former Governor of Hawaii,f,1,Linda Lingle -Makeup artist,f,1,Linda Mason -U.S. Representative,f,1,Linda Sanchez -American swimmer,f,2,Lindsay Benko -American tennis player,f,22,Lindsay Davenport -American actress,f,1,Lindsay Lohan -United States Senator,m,2,Lindsey Graham -Canadian coach,m,1,Lindy Ruff -,m,1,Linn Thornton -Political leader,m,3,Lino Oviedo -Actor,m,1,Linus Roache -American basketball player,m,1,Lionel Chalmers -American bandleader,m,1,Lionel Hampton -American singer-songwriter,m,2,Lionel Richie -Trooper,f,1,Lisa Girman -Businesswoman,f,2,Lisa Gottsegen -American basketball player,f,1,Lisa Leslie -American journalist,f,2,Lisa Ling -American singer-songwriter,f,4,Lisa Marie Presley -United States Senator,f,1,Lisa Murkowski -American tennis player,f,2,Lisa Raymond -Singer-songwriter,f,1,Lisa Stansfield -American basketball coach,f,1,Lisa Stone -,m,2,Liu Mingkang -Chinese actress,f,1,Liu Xiaoqing -Chinese actor,m,1,Liu Ye -American actress,f,1,Liv Tyler -American actress,f,7,Liza Minnelli -Australian tennis player,m,41,Lleyton Hewitt -,m,1,Lloyd Mudiwa -,m,1,Lloyd Novick -American-Canadian theatre director,m,1,Lloyd Richards -Politician,m,2,Lloyd Ward -Elizabeth Smart's mother,f,1,Lois Smart -Political figure,m,1,Lokendra Bahadur Chand -American basketball coach,m,2,Lon Kruger -Singer,m,1,Lonnie Donegan -,m,1,Lope Mendoza -Member of the Parliament of Great Britain,m,2,Lord Hutton -,f,1,Loretta Lynn Harper -,f,1,Lori Berenson -American-Canadian television producer,m,1,Lorne Michaels -American actress,f,1,Lorraine Bracco -Jamaican athlete,f,1,Lorraine Fenton -Former Deputy Majority Leader of Illinois House of Representatives,m,1,Lou Lang -Professional baseball player,m,3,Lou Piniella -American musician,m,1,Lou Reed -Chinese screenwriter,m,1,Lou Ye -Dutch soccer manager,m,1,Louis Van Gaal -Singer,f,1,Louisa Baileche -Czech Politician,m,1,Lubomir Zaoralek -French researcher,m,1,Luc Montagnier -Italian businessman,m,1,Luca Cordero di Montezemolo -,m,1,Lucas Wysocki -Country in the Caribbean,m,1,Lucia Kenny Anthony -Anna Maria Bernini's ex-husband,m,1,Luciano Bovicelli -Italian operatic tenor,m,3,Luciano Pavarotti -,f,1,Lucie Lapovsky -Spanish basketball player,m,1,Lucio Angulo -Motorcycle racer,m,1,Lucio Cecchinello -,m,13,Lucio Gutierrez -Italian Politician,m,1,Lucio Stanca -José Clemente Orozco's daughter,f,1,Lucrecia Orozco -American actress,f,5,Lucy Liu -French actress,f,5,Ludivine Sagnier -,m,1,Ludwig Ovalle -CEO of Mabe,m,1,Luis Berrondo -Rector of Universidad de las Américas Puebla,m,6,Luis Ernesto Derbez Bautista -Portuguese soccer player,m,4,Luis Figo -Singer-songwriter,m,1,Luis Fonsi -American baseball player,m,1,Luis Gonzalez -Political figure,m,5,Luis Gonzalez Macchi -Actor,m,1,Luis Guzman -Tennis player,m,6,Luis Horna -Baseball manager,m,1,Luis Pujols -,m,1,Luis Rosario Huertas -Senator of the Mexican Republic,m,1,Luis Sanchez -Football manager,m,2,Luiz Felipe Scolari -Former President of Brazil,m,48,Luiz Inacio Lula da Silva -American basketball player,m,1,Luke Ridnour -American writer,m,1,Luke Smith -American basketball coach,m,2,Luke Walton -Ambassador,m,1,Luo Linquan -,m,1,Luther Htu -,m,1,Lutz Freitag -Comedian,f,1,Lydia Shum -American singer-songwriter,m,1,Lyle Lovett -Member of Parliament,m,2,Lyle Vanclief -American actress,f,2,Lynn Abraham -Actress,f,3,Lynn Redgrave -American author,f,3,Lynne Cheney -,f,1,Lynne Slepian -American actress,f,1,Lynne Thigpen -Vladimir Putin's ex-wife,f,1,Lyudmila Putin -American hip-hop artist,m,1,MC Hammer -Football coach,m,2,Mack Brown -Former United States Secretary of State,f,3,Madeleine Albright -,f,1,Madeleine Webber -,f,1,Madge Overhouse -American singer-songwriter,f,5,Madonna -American engineer,f,1,Mae Jemison -,f,1,Magda Kertasz -Bulgarian tennis player,f,3,Magdalena Maleeva -Actress,f,1,Maggie Cheung -Actress,f,2,Maggie Smith -Tennis player,f,2,Magui Serna -,f,1,Maha Habib -Prime Minister of Malaysia,m,14,Mahathir Mohamad -,m,1,Mahdi Al Bassam -Former Prime Minister of Fiji,m,1,Mahendra Chaudhry -,f,1,Mahima Chaudhari -,m,29,Mahmoud Abbas -,m,1,Mahmoud Al Zhar -,m,1,Mahmoud Diyab al-Ahmed -Pakistani poet,m,3,Makhdoom Amin Fahim -"Former Minister of Education, Culture, Sports, Science and Technology",f,1,Makiko Tanaka -,f,1,Makiya Ali Hassan -,f,1,Malak Habbak -American businessman,m,1,Malcolm Glazer -American actor,m,1,Malcolm Jamal Warner -Australian soccer player,m,1,Malcolm Wild -,m,1,Malik Mahmud -,m,1,Mamdouh Habib -Bolivian Politician,m,1,Manfred Reyes Villa -,m,2,Manfred Stolpe -Iranian film director,f,1,Manijeh Hekmat -,m,1,Manuel Gehring -Spanish soccer player,m,1,Manuel Jesus -Spanish businessperson,m,1,Manuel Llorente -Chilean football manager,m,1,Manuel Pellegrini -Motorcycle road racer,m,2,Manuel Poggiali -,m,1,Manuel Rosendo -Olympic athlete,m,1,Manuela Montebrun -,f,1,Mara Georges -Politician,m,3,Marat Safin -Ice hockey goaltender,m,2,Marc-Andre Fleury -Singer,m,1,Marc Anthony -Football quarterback,m,1,Marc Bulger -Expert,m,1,Marc Gold -American diplomat,m,4,Marc Grossman -Canadian economist,m,1,Marc Leger -Former Governor of Montana,m,1,Marc Racicot -American composer,m,1,Marc Shaiman -,f,1,Marcella Anderson -Argentine football manager,m,1,Marcelo Bielsa -Head of Government of the Federal District,m,3,Marcelo Ebrard -Tennis player,m,5,Marcelo Rios -Chilean soccer player,m,3,Marcelo Salas -Brazilian soccer player,m,1,Marcio de Souza -Mexican professional boxer,m,6,Marco Antonio Barrera -,m,1,Marco Archer Cardoso Moreira -,m,1,Marco Irizarry -Italian cyclist,m,1,Marco Pantani -Brazilian soccer player,m,1,Marcos Cafu -,m,1,Marcos Daniel Jimenez -Argentine volleyball player,m,1,Marcos Milinkovic -Football running back,m,1,Marcus Allen -,m,1,Marcus Garrettson -Race car driver,m,2,Marcus Gronholm -,f,1,Margaret Caruso -,f,1,Margaret Hasley -American swimmer,f,1,Margaret Hoelzer -,f,1,Margaret Okayo -Former British Prime Minister,f,2,Margaret Thatcher -,f,1,Margerry Bakley -,f,1,Margie Puente -American actress,f,1,Maria Bello -,f,1,Maria Burks -American-Greek soprano,f,1,Maria Callas -Singer,f,1,Maria Conchita Alonso -Spanish player,f,1,Maria Garcia -,f,1,Maria Guida -Brazilian actress,f,2,Maria Luisa Mendonca -Tennis player,f,1,Maria Sanchez Lorenzo -Researcher,f,1,Maria Shkolnikova -American journalist,f,8,Maria Shriver -German actress,f,1,Maria Simon -Chilean lawyer,f,5,Maria Soledad Alvear Valenzuela -Swedish Politician,f,1,Maria Wetterstrand -American singer-songwriter,f,7,Mariah Carey -,f,1,Mariam Ali Hassan -,f,1,Marian Dolan -Olympic athlete,f,1,Mariana Gonzalez -Athlete,f,1,Mariana Ohata -,f,3,Mariana Pollack -Venezuelan actress,f,3,Mariangel Ruiz Torrealba -American basketball coach,f,1,Marianne Stanley -Tennis player,m,1,Mariano Zabaleta -Mexican soccer player,f,1,Maribel Dominguez -Canadian-French actress,f,1,Marie-Josee Croze -French figure skater,f,2,Marie-Reine Le Gougne -,f,1,Marie Haghal -,f,3,Marieta Chrousala -American actress,f,2,Marilyn Monroe -French-Russian ice dancer,f,2,Marina Anissina -Water polo player,f,1,Marina Canetti -French film actress,f,1,Marina Hands -,f,1,Marina Kuptsova -Former Brazilian senator,f,1,Marina Silva -,f,1,Mario Alfaro-Lopez -American basketball player,m,1,Mario Austin -Italian cyclist,m,2,Mario Cipollini -Mexican racing driver,m,1,Mario Dominguez -Television personality,m,2,Mario Dumont -Politician,m,1,Mario Gallegos -Brazilian soccer player,m,1,Mario Jardel -Chilean television host,m,2,Mario Kreutzberger -Ice hockey player,m,1,Mario Lemieux -Brazilian former soccer player,m,1,Mario Lobo Zagallo -Author,m,1,Mario Puzo -,m,1,Mario Vasquez Rana -Former Mayor of the District of Columbia,m,1,Marion Barry -,f,1,Marion Fahnestock -Actress,f,2,Marisa Tomei -,f,1,Marisol Breton -,f,1,Marisol Martinez Sambran -American actress,f,2,Marissa Jaret Winokur -,f,1,Maritza Macias Furano -Administrator of the United States Agency for International Development,m,1,Mark Andrew -Professional baseball player,m,1,Mark Bellhorn -,m,1,Mark Broxmeyer -Cricketer,m,1,Mark Butcher -American businessman,m,2,Mark Cuban -Canadian curler,m,2,Mark Dacey -American Politician,m,1,Mark Everson -Member of the United States House of Representatives,m,1,Mark Foley -American swimmer,m,1,Mark Gangloff -American criminal defense lawyer,m,2,Mark Geragos -American basketball coach,m,3,Mark Gottfried -Businessman,m,2,Mark Hamister -Bishop,m,1,Mark Hanson -Film director,m,2,Mark Heller -,m,1,Mark Hogan -,m,5,Mark Hurlbert -American astronaut,m,1,Mark Kelly -,m,1,Mark Komara -Soccer player,m,1,Mark Lazarus -California State Assembly member,m,1,Mark Leno -Football player,m,1,Mark Mariscal -American race car driver,m,1,Mark Martin -,m,1,Mark McClellan -,m,1,Mark Mishkin -American professional baseball player,m,1,Mark Mulder -Australian tennis player,m,11,Mark Philippoussis -,m,1,Mark Podlesny -American pilot,m,1,Mark Polansky -Baseball player,m,1,Mark Redman -Football coach,m,3,Mark Richt -Michael Rosenbaum's father,m,1,Mark Rosenbaum -Cricket player,m,1,Mark Sacco -American speechwriter,m,1,Mark Salter -Former Governor of Pennsylvania,m,2,Mark Schweiker -President of the Toronto Blue Jays,m,1,Mark Shapiro -Bishop,m,1,Mark Sisk -Ice hockey defenseman,m,1,Mark Stuart -Company,m,1,Mark Swartz -American actor,m,4,Mark Wahlberg -United States Senator,m,2,Mark Warner -German professional boxer,m,1,Markus Beyer -Swedish ice hockey player,m,2,Markus Naslund -Tennis player,f,2,Marlene Weingartner -Olympic athlete,m,1,Marlon Devonish -,m,1,Marquier Montano Contreras -American basketball player,m,1,Marquis Estill -,f,1,Marricia Tate -,f,1,Marsah Ambrosius -Coach,f,1,Marsha Sharp -Television actress,f,1,Marsha Thomason -,f,1,Marta Dominguz -Economist,f,2,Martha Beatriz Roque -American swimmer,f,2,Martha Bowen -,f,4,Martha Burk -Vice President of Colombia,f,4,Martha Lucia Ramirez -,f,1,Martha Martinez Flores -Vicente Fox's wife,f,1,Martha Sahagun de Fox -American actress,f,1,Martha Smith -American executive,f,5,Martha Stewart -American musician,f,1,Martie Maguire -American music executive,m,1,Martin Bandier -,m,1,Martin Boryczewski -American-Canadian ice hockey player,m,2,Martin Brodeur -,m,1,Martin Brooke -,m,1,Martin Burnham -Canadian lawyer,m,2,Martin Cauchon -Swedish clarinetist,m,1,Martin Frost -,m,1,Martin Gecht -,m,2,Martin Hoellwarth -Politician,m,1,Martin Howard -Soccer player,m,1,Martin Keown -,m,1,Martin Kristof -American actor,m,1,Martin Landau -American comedian,m,1,Martin Lawrence -American advocate,m,1,Martin Luther King III -Historian,m,2,Martin McCauley -Former Deputy First Minister of Northern Ireland,m,5,Martin McGuinness -Football manager,m,1,Martin ONeill -Chilean soccer player,m,1,Martin Rodriguez -American-Italian filmmaker,m,7,Martin Scorsese -Actor,m,2,Martin Sheen -Comedian,m,1,Martin Short -Politician,m,1,Martin Torrijos -Dutch tennis player,m,3,Martin Verkerk -Tennis player,f,3,Martina Hingis -American singer-songwriter,f,5,Martina McBride -Football coach,m,3,Marty Mornhinweg -Sri Lankan cricketer,m,1,Marvan Atapattu -Palestinian Political figure,m,2,Marwan Barghouthi -Jordanian diplomat,m,1,Marwan Muasher -American fashion designer,f,3,Mary-Kate Olsen -,f,1,Mary Anne Souza -American singer-songwriter,f,1,Mary Blige -Former U.S. Representative,f,1,Mary Bono -American adult film actress,f,4,Mary Carey -,f,1,Mary Catherine Correll -American swimmer,f,1,Mary Descenza -American actress,f,1,Mary Elizabeth Mastrantonio -,f,1,Mary Frances Seiter -,f,1,Mary Hill -,f,1,Mary Jo Myers -Elizabeth Smart's sister,f,1,Mary Katherine Smart -Former American senator,f,3,Mary Landrieu -,f,1,Mary Lou Markakis -American gymnast,f,1,Mary Lou Retton -Musical artist,f,1,Mary Maddux -American political consultant,f,1,Mary Matalin -Actress,f,1,Mary McCarty -Former President of Ireland,f,1,Mary Robinson -American actress,f,3,Mary Steenburgen -American university professor,f,1,Mary Sue Coleman -American actress,f,2,Mary Tyler Moore -American athlete,f,1,Mary Zorn -Author,f,1,Maryn McKenna -Japanese film director,m,2,Masahiko Nagasawa -Professional boxer,m,1,Masamori Tokuyama -Japanese motorcycle road racer,m,1,Masao Azuma -Japanese businessman,m,1,Masaru Hayami -Japanese physicist,m,1,Masatoshi Koshiba -,f,1,Masja Juel -Former President of Iraqi Kurdistan,m,1,Massoud Barzani -Turkish Politician,m,3,Masum Turker -Austrian politician,m,3,Mathias Reichhold -,f,1,Mathilda Karel Spak -American volleyball player,m,1,Matt Anderson -,m,1,Matt Braker -American actor,m,4,Matt Damon -American actor,m,3,Matt Dillon -Irish soccer player,m,3,Matt Doherty -,m,1,Matt Herden -American actor,m,1,Matt LeBlanc -Baseball player,m,1,Matt Morris -Baseball athlete,m,1,Matt Roney -,m,1,Matt Siebrandt -Former football player,m,1,Matt Walters -Australian swimmer,m,1,Matt Welsh -American actor,m,4,Matthew Broderick -,m,1,Matthew During -American actor,m,1,Matthew McConaughey -,m,1,Matthew Ouimet -American-Canadian actor,m,7,Matthew Perry -Film producer,m,1,Matthew Vaughan -Soccer player,m,1,Matthias Sammer -American film actress,f,1,Maura Tierney -,f,2,Maureen Fanning -,f,1,Maureen Kanka -American basketball player,m,1,Maurice Cheeks -French Politician,m,1,Maurice Papon -Canadian businessman,m,1,Maurice Strong -President of Argentina,m,1,Mauricio Macri -,m,1,Mauricio Pochetino -,m,1,Mauro Viza -Former United States Senator,m,1,Max Baucus -Motorcycle road racer,m,1,Max Biaggi -American meteorologist,m,2,Max Mayfield -Barrister,m,1,Max Mosley -Actor,m,1,Max von Sydow -Russian ice hockey player,m,1,Maxim Afinogenov -Japanese Politician,f,1,Mayumi Moriyama -,m,1,McGuire Gibson -American professional golfer,f,1,Meg Mallon -,f,1,Meg Wakeman -American actress,f,3,Megan Mullally -Former President of Indonesia,f,33,Megawati Sukarnoputri -American tennis player,f,2,Meghann Shaughnessy -French olympic athlete,m,1,Mehdi Baala -Turkish Politician,m,1,Mehmet Ali Sahin -Turkish basketball player,m,1,Mehmet Okur -Miner,m,1,Meirion Evans -American actor,m,1,Mekhi Phifer -American filmmaker,m,2,Mel Brooks -Actor,m,2,Mel Gibson -American executive,m,1,Mel Karmazin -American television host,f,1,Melana Scantlin -American film actress,f,3,Melanie Griffith -Professional boxer,m,1,Melchor Cob Castro -Former Prime Minister of Ethiopia,m,1,Meles Zenawi -American actress,f,1,Melina Kanakaredes -Tennis player,f,1,Melinda Czink -American singer-songwriter,f,2,Melissa Etheridge -American actress,f,1,Melissa Gilbert -American actress,f,1,Melissa Joan Hart -American singer-songwriter,f,1,Melissa Manchester -,f,1,Melissa Mulloy -American television personality,f,1,Melissa Stark -,m,1,Melvin Talbert -,f,1,Mercedes Amor -American actress,f,15,Meryl Streep -Turkish Politician,m,2,Mesut Yilmaz -Prime Minister of Barbados,f,1,Mia Mottley -,m,4,Mian Khursheed Mehmood Kasuri -Football player,m,1,Micah Knorr -American basketball player,m,1,Michael Adams -American racing driver,m,1,Michael Andretti -,m,1,Michael Arif -Soccer player,m,3,Michael Ballack -,m,20,Michael Bloomberg -American singer-songwriter,m,1,Michael Bolton -Sheriff,m,1,Michael Bouchard -Member of Parliament of the United Kingdom,m,1,Michael Boyce -American actor,m,1,Michael Brandon -Author,m,1,Michael Broad -Actor,m,4,Michael Caine -Executive,m,2,Michael Capellas -American tennis player,m,8,Michael Chang -Former United States Secretary of Homeland Security,m,1,Michael Chertoff -American actor,m,5,Michael Chiklis -American actor,m,1,Michael Clarke Duncan -,m,1,Michael DeMinico -CEO of Dell Technologies,m,1,Michael Dell -,m,1,Michael Denzel -,m,1,Michael Deutsch -,m,1,Michael Diekmann -American basketball player,m,1,Michael Doleac -Canadian voice actor,m,1,Michael Donovan -Actor,m,6,Michael Douglas -Japanese-New Zealand soccer player,m,1,Michael Fitzgerald -Playwright,m,1,Michael Frayn -American composer,m,1,Michael Friedman -,m,1,Michael Goldrich -,m,1,Michael Guiler -,m,1,Michael Hagee -Film director,m,1,Michael Haneke -,m,1,Michael Hoffa -American-Canadian actor,m,1,Michael J Fox -American bishop,m,2,Michael J Sheehan -American singer-songwriter,m,12,Michael Jackson -Film producer,m,1,Michael Jasny -American basketball player,m,4,Michael Jordan -American film editor,m,1,Michael Kahn -American actor,m,2,Michael Keaton -Author,m,1,Michael Killeen -Puisne Justice of the High Court of Australia,m,1,Michael Kirby -American fashion designer,m,1,Michael Kors -Football player,m,2,Michael Kostelnik -Visual artist,m,2,Michael Leavitt -Economist,m,1,Michael Lechner -,m,1,Michael Linscott -American-Spanish astronaut,m,1,Michael Lopez-Alegria -Film director,m,1,Michael McNeely -American actress,f,1,Michael Michele -Australian cyclist,m,1,Michael Milton -Filmmaker,m,3,Michael Moore -Football player,m,1,Michael Munoz -Basketball player,m,1,Michael Olowokandi -American director,m,2,Michael Patrick King -Accountant,m,1,Michael Peat -Priest,m,1,Michael Pfleger -American swimmer,m,5,Michael Phelps -,m,1,Michael Piuze -Film director,m,5,Michael Powell -American actor,m,1,Michael Richards -,m,1,Michael Rolinee -German racing driver,m,18,Michael Schumacher -,m,1,Michael Shane Jolly -American bishop,m,1,Michael Sheehan -Lawyer,m,1,Michael Shelby -,m,1,Michael Smith Foster -Voice actor,m,1,Michael Stark -Brazilian singer,m,2,Michael Sullivan -Baseball center fielder,m,1,Michael Taylor -American rapper,m,1,Michael Wayne -American journalist,m,1,Michael Weiss -Filmmaker,m,3,Michael Winterbottom -,m,1,Michalis Chrisohoides -,m,1,Micheal Jourdain Jr -,m,1,Michel Charles Chretien -French diplomat,m,2,Michel Duclos -Tennis player,m,1,Michel Kratochvil -French book editor,m,1,Michel Minard -President of Brazil,m,2,Michel Temer -Canadian ice hockey coach,m,2,Michel Therrien -Italian film director,m,1,Michelangelo Antonioni -Italian actor,m,1,Michele Placido -Former President of Chile,f,1,Michelle Bachelet -American singer-songwriter,f,2,Michelle Branch -,f,1,Michelle Chiklis -Actress,f,2,Michelle Collins -,f,1,Michelle Hofland -American figure skater,f,8,Michelle Kwan -,f,1,Michelle Lecky -American actress,f,3,Michelle Pfeiffer -Actress,f,2,Michelle Rodriguez -Malaysian actress,f,5,Michelle Yeoh -Singer,m,5,Mick Jagger -Football manager,m,1,Mick McCarthy -American singer,m,1,Mickey Gilley -,m,1,Mickey Loomis -American actor,m,1,Mickey Rooney -American attorney,m,1,Mickey Sherman -American-Israeli businessman,m,1,Micky Arison -American-Irish professional boxer,m,1,Micky Ward -,m,1,Miguel Aldana Ibarra -,m,1,Miguel Angel Rodriguez -,m,2,Miguel Contreras -Puerto Rican professional boxer,m,1,Miguel Cotto -Attorney,m,2,Miguel Estrada -,m,1,Miguel Hakim -Spanish soccer player,m,1,Miguel Jimenez -,m,1,Miguel Juarez Perez -,m,1,Miguel Rosseto -Finnish racing driver,m,1,Mika Hakkinen -American coach,m,1,Mike Alden -Canadian ice hockey coach,m,2,Mike Babcock -Actor,m,1,Mike Bair -American basketball coach,m,2,Mike Brey -American tennis player,m,1,Mike Bryan -Sheriff,m,1,Mike Carona -American professional golfer,m,1,Mike Cunning -American writer,m,1,Mike Davis -American businessman,m,1,Mike Duke -Former Governor of North Carolina,m,1,Mike Easley -American businessman,m,1,Mike Eskew -,m,1,Mike Farrar -Ice hockey centre,m,1,Mike Fisher -American filmmaker,m,1,Mike Flanagan -Fictional character,m,1,Mike Gable -,m,2,Mike Helton -Football coach,m,2,Mike Holmgren -Former United States Senator,m,1,Mike Johanns -Basketball coach,m,6,Mike Krzyzewski -Football coach,m,1,Mike Leach -Baseball player,m,1,Mike Maroth -Coach,m,7,Mike Martz -American baseball manager,m,1,Mike Matheny -Fictional character,m,1,Mike Matthews -American basketball player,m,2,Mike Miller -Baseball pitcher,m,2,Mike Montgomery -Actor,m,7,Mike Myers -Ice hockey player,m,1,Mike OConnell -Coach,m,2,Mike Price -Ice hockey goaltender,m,1,Mike Richter -,m,1,Mike Samp -American baseball manager,m,2,Mike Scioscia -Football coach,m,1,Mike Sherman -American attorney,m,1,Mike Slive -Canadian actor,m,1,Mike Smith -American race car driver,m,1,Mike Stefanik -Baseball athlete,m,1,Mike Sweeney -,m,1,Mike Szymanczyk -American basketball coach,m,1,Mike Thibault -Coach,m,1,Mike Tice -American professional boxer,m,4,Mike Tyson -Football player,m,1,Mike Webster -Canadian professional golfer,m,11,Mike Weir -Former General Secretary of the Communist Party of the Soviet Union,m,2,Mikhail Gorbachev -Russian inventor,m,1,Mikhail Kalashnikov -President of the People's Freedom Party,m,4,Mikhail Kasyanov -Russian businessman,m,1,Mikhail Khodorkovsky -Russian theater critic,m,1,Mikhail Shvydkoi -Diplomat,m,4,Mikhail Wehbe -Russian tennis player,m,3,Mikhail Youzhny -Slovak Politician,m,2,Mikulas Dzurinda -Former President of Slovenia,m,1,Milan Kucan -Serbian Politician,m,1,Milan Milutinovic -,m,1,Mile Mrksic -Athlete,m,1,Miles Stewart -English actress,f,1,Millicent Martin -President of Montenegro,m,3,Milo Djukanovic -,m,3,Milo Maestrecampo -Official,m,1,Milt Heflin -American-Belizean basketball player,m,1,Milt Palacio -American comedian,m,1,Milton Berle -Cyclist,m,1,Milton Wynants -Actress,f,2,Minnie Driver -Baseball player,m,1,Minnie Mendoza -American actress,f,1,Mira Sorvino -,f,1,Miranda Gaddis -Australian actress,f,1,Miranda Otto -,f,1,Mireille Jospin-Dandieu -Athlete,f,1,Mirela Manjani -Political figure,f,1,Mireya Elisa Moscoso Rodriguez -Political figure,f,5,Mireya Moscoso -,m,2,Miroljub -Singer,f,1,Missy Crider -,f,1,Misty Dawn Clymer -,m,1,Mitar Rasevic -General Manager of the Charlotte Hornets,m,1,Mitch Kupchak -,m,1,Mitchell Crooks -Former Governor of Indiana,m,4,Mitchell Daniels -Lawyer,m,1,Mitchell Garabedian -,m,1,Mitchell McLaughlin -,m,1,Mitchell Potter -Television producer,f,1,Mitchell Swartz -Foreign minister,m,2,Mitoji Yabunaka -Canadian singer,f,1,Mitsou Gelinas -Former Governor of Massachusetts,m,1,Mitt Romney -American actress,f,1,Mitzi Gaynor -Japanese model,f,2,Miyako Miyazaki -Military commander,m,1,Mladen Naletilic -American strategist,m,1,Mo Elleithee -American musician,m,1,Moby -Moroccan Politician,m,2,Mohamed Benaissa -Egyptian diplomat,m,8,Mohamed ElBaradei -,m,1,Mohamed Hammam -,m,1,Mohamed Seineldin -,m,1,Mohammad Aktar -,m,1,Mohammad Al-Sharief -,m,1,Mohammad Fares -,m,1,Mohammad Hasanein -Former President of Iran,m,10,Mohammad Khatami -,m,1,Mohammad Mustapha Miro -,m,1,Mohammaed Ahmad Al Jarallah -,m,1,Mohammed Abu Sharia -,m,1,Mohammed Abulhasan -,m,15,Mohammed Al-Douri -,m,1,Mohammed Al Hindi -,m,1,Mohammed Ashraf Hafiz -Ayatollah,m,3,Mohammed Baqir al-Hakim -Politician,m,1,Mohammed Dahlan -,m,1,Mohammed Mehdi Saleh -,m,1,Mohammed Salmane -American model,f,1,Molly Sims -General,m,1,Momcilo Perisic -,m,1,Momir Nikolic -,f,1,Mona Ayoub -,f,1,Mona Locke -,f,1,Mona Rishmawi -Italian actress,f,4,Monica Bellucci -,f,1,Monica Gabrielle -American television personality,f,3,Monica Lewinsky -Tennis player,f,6,Monica Seles -José Serra's wife,f,1,Monica Serra -Mexican soccer player,f,1,Monica Vergara -Freestyle swimmer,f,1,Monique Ferreira -Politician,f,1,Monique Gagnon-Tremblay -German speed skater,f,3,Monique Garbrecht-Enfeldt -Football coach,m,1,Monte Kiffin -South Korean actress,f,1,Moon-So-ri -American actress,f,1,Morgan Fairchild -American actor,m,2,Morgan Freeman -Freestyle swimmer,f,1,Morgan Hentzen -American attorney,m,1,Morris Dees -Football coach,m,1,Morris Watts -Former President of Israel,m,4,Moshe Katsav -Saint,f,1,Mother Teresa -Rapper,f,1,Ms Dynamite -Cellist,m,1,Mstislav Rostropovich -Former Prime Minister of Libya,m,2,Muammar Gaddafi -American basketball coach,f,1,Muffet McGraw -,m,1,Mufti Mohammad Syed -American professional boxer,m,10,Muhammad Ali -,m,1,Muhammad Ibrahim Bilal -Iraqi diplomat,m,5,Muhammad Saeed al-Sahhaf -Indian business magnate,m,3,Mukesh Ambani -,m,1,Mukhtar Alytnbayev -Ambassador,m,2,Munir Akram -,m,1,Muwafak al-Ani -,f,1,Myung Yang -,f,1,Na Na Keum -Palestinian official,m,3,Nabil Shaath -,f,1,Nadia Forte -Russian tennis player,f,5,Nadia Petrova -Model,f,2,Nadine Vinzens -Iraqi foreign minister,m,8,Naji Sabri -,m,1,Najib al-Salhi -,f,1,Namuddu Florence -Film director,f,4,Nan Wang -,f,2,Nancy Demme -,f,1,Nancy Greenlaw -,f,1,Nancy Humbert -American actress,f,1,Nancy Kerrigan -Minority Leader of the United States House of Representatives,f,15,Nancy Pelosi -Author,f,1,Nancy Powell -Former First Lady of the United States,f,2,Nancy Reagan -American singer,f,2,Nancy Sinatra -American spy,f,1,Nancy Smith -Italian film director,m,2,Nanni Moretti -,f,1,Naomi Bronstein -Model,f,2,Naomi Campbell -,f,1,Naomi Hayashi -Actress,f,22,Naomi Watts -Former Prime Minister of Japan,m,4,Naoto Kan -Nepalese Politician,m,1,Narayan Singh Pun -Prime Minister of India,m,1,Narendra Modi -,m,2,Nasser al-Kidwa -German actress,f,2,Nastassia Kinski -American gymnast,f,1,Nastia Liukin -,f,1,Natalia Dmitrieva -,f,1,Natalia Motuziuk -Actress,f,1,Natalia Verbeke -,f,1,Natalia Vodonova -American singer,f,3,Natalie Cole -American swimmer,f,6,Natalie Coughlin -Singer-songwriter,f,1,Natalie Imbruglia -,f,1,Natalie Juniardi -American singer-songwriter,f,5,Natalie Maines -Singer,f,1,Natalie Stewart -American basketball player,f,1,Natalie Williams -Olympic athlete,f,1,Natalya Sazanovich -,f,1,Natanaela Barnova -Serbian Politician,f,1,Natasa Micic -Canadian actress,f,1,Natasha Henstridge -American actress,f,1,Natasha Lyonne -British actress,f,3,Natasha McElhone -American basketball player,m,1,Nate Blackwell -American basketball player,m,1,Nate Huffman -Football player,m,1,Nate Hybl -,f,1,Nathalia Gillot -French film actress,f,4,Nathalie Baye -Tennis player,f,1,Nathalie Dechy -,f,1,Nathalie Gagnon -,m,1,Nathan Doudney -American actor,m,2,Nathan Lane -Tournament,m,1,Nathan Powell -Soccer player,m,1,Nathan Smith -,f,1,Nathirah Hussein -Political figure,m,1,Nawabzada Nasrullah Khan -,m,2,Nebojsa Pavkovic -Family Guy character,m,1,Neil Goldman -American film producer,m,1,Neil Moritz -Soccer player,m,1,Nelson Acosta -Former President of South Africa,m,4,Nelson Mandela -American artist,m,1,Nelson Shanks -Italian actor,m,2,Neri Marcore -,m,1,Nestor Gonzalez -Former President of Argentina,m,37,Nestor Kirchner -,m,1,Nestor Santillan -Former Speaker of the United States House of Representatives,m,1,Newt Gingrich -,m,1,Newton Carlton Slawson -Actress,f,5,Nia Vardalos -Musical artist,m,1,Niall Connolly -Paraguayan Politician,m,11,Nicanor Duarte Frutos -English politician,m,2,Nicholas Byron -Singer-songwriter,m,2,Nicholas Tse -,m,1,Nicholoas DiMarzio -American director,m,1,Nick Cassavetes -Baseball right fielder,m,1,Nick Markakis -American actor,m,5,Nick Nolte -Zimbabwean professional golfer,m,1,Nick Price -Former U.S. Representative,m,1,Nick Rahall -,m,1,Nick Reilly -American soccer player,m,1,Nick Rimando -Drummer,m,1,Nick Turner -Ice hockey defenceman,m,1,Nicklas Lidstrom -Italian politician,m,1,Nicola Bono -,f,1,Nicola Wells -American actor,m,4,Nicolas Cage -Tennis player,m,2,Nicolas Escude -Chilean economist,m,1,Nicolas Eyzaguirre -German tennis player,m,1,Nicolas Kiefer -Tennis player,m,2,Nicolas Lapentti -,m,1,Nicolas Latorre -Canadian olympic athlete,m,1,Nicolas Macrozonaris -Chilean tennis player,m,1,Nicolas Massu -Former President of France,m,1,Nicolas Sarkozy -American singer,f,1,Nicole -American actress,f,1,Nicole Hiltz -Actress,f,19,Nicole Kidman -American comedian,f,1,Nicole Parker -Italian actress,f,1,Nicoletta Braschi -Actress,f,1,Nida Blanca -,m,1,Nigel Redden -,f,1,Nikki Cascone -American singer,f,1,Nikki McKibbin -American actress,f,2,Nikki Reed -Basketball player,f,1,Nikki Teasley -Russian tennis player,m,1,Nikolay Davydenko -,f,1,Nila Ferran -American film producer,f,1,Nina Jacobson -,f,1,Nina Pecari -Italian singer,m,1,Nino DAngelo -Tunisian soccer player,m,1,Nizar Trabelsi -American film actor,m,3,Noah Wyle -Japanese businessman,m,1,Nobuyuki Idei -French industrialist,m,1,Noel Forgeard -,f,1,Noel Niell -Jeb Bush's daughter,f,4,Noelle Bush -,m,1,Noer Moeis -,m,1,Noer Muis -American singer,f,1,Nona Gaye -Vietnamese politician,m,1,Nong Duc Manh -Soccer player,m,1,Noor Mohammed -,f,2,Nora Bendijo -American journalist,f,1,Nora Ephron -American singer-songwriter,f,15,Norah Jones -German general,m,1,Norbert van Heyst -,m,1,Norio Ohga -Former American senator,m,7,Norm Coleman -Canadian stand-up comedian,m,1,Norm Macdonald -Canadian film director,m,2,Norman Jewison -American novelist,m,1,Norman Mailer -Former United States Secretary of Transportation,m,1,Norman Mineta -Canadian businessperson,m,1,Normand Legault -Cambodian Politician,m,1,Norodom Chakrapong -Former Ruler of Cambodia,m,3,Norodom Sihanouk -,f,1,Nova Esther Guthrie -Former Prime Minister of Cambodia,m,1,Nuon Chea -Filipino politician,m,1,Nur Jaafar -President of Kazakhstan,m,2,Nursultan Nazarbayev -Football running back,m,2,OJ Simpson -,m,1,Octavio Lara -,m,1,Odai Hussein -,f,1,Odilia Collazo -Soviet soccer player,m,1,Oleg Romantsev -Ukrainian Politician,m,2,Oleksandr Moroz -Former Governor of Utah,f,1,Olene Walker -,f,2,Olesya Bonabarenko -Soccer player,m,1,Oliver Neuville -Actor,m,1,Oliver Phelps -American writer,m,1,Oliver Stone -,f,1,Olivera Labus -Singer-songwriter,f,2,Olivia Newton-John -Automobile designer,m,1,Olivier Boulay -Belgian tennis player,m,1,Olivier Rochus -American actress,f,1,Olympia Dukakis -,m,1,Omar Khan Sharif -Actor,m,4,Omar Sharif -Baseball shortstop,m,1,Omar Vizquel -,m,1,Omar el-Heib -American basketball player,m,1,Ontario Lett -American executive,f,4,Oprah Winfrey -American coach,f,1,Oracene Williams -Actor,m,3,Orlando Bloom -Italian actress,f,1,Ornella Muti -United States Senator,m,2,Orrin Hatch -,m,1,Osama Al Baz -Warfare,m,4,Osama bin Laden -,m,1,Oscar Bolanos -Venezuelan musician,m,1,Oscar DLeon -Professional boxer,m,7,Oscar De La Hoya -Cuban physician,m,2,Oscar Elias Biscet -Fashion designer,m,1,Oscar de la Renta -Musicologist,m,1,Osmond Smith -,f,1,Osrat Iosef -German banker,m,1,Oswald Gruebel -,m,5,Oswaldo Paya -American official,m,1,Otto Reich -,m,1,Otto Schily -Canadian ice hockey player,m,1,Owen Nolan -American actor,m,2,Owen Wilson -Russian television presenter,f,4,Oxana Fedorova -Baseball shortstop,m,1,Ozzie Smith -Vocalist,m,3,Ozzy Osbourne -,f,1,Pa Kou Hang -,m,1,Pablo Khulental -,m,1,Pablo Latras -,m,1,Paddy Long -Canadian Politician,f,1,Paddy Torsney -Irish professional golfer,m,4,Padraig Harrington -North Korean foreign minister,m,1,Paek Nam Sun -Chad Barefoot's wife,f,1,Paige Fitzgerald -North Korean diplomat,m,1,Pak Gil Yon -American-Canadian actress,f,5,Pamela Anderson -Astronaut,m,1,Pamela Melroy -Athlete,f,1,Paola Espinoza -Tennis player,m,10,Paradorn Srichaphan -American socialite,f,2,Paris Hilton -South Korean Politician,m,1,Park Jie-won -South Korean actor,m,1,Park Jung Sung -,f,1,Park Na-kyong -American Politician,m,2,Parris Glendening -Indian cricketer,m,1,Parthiv Patel -President of the Ivorian Popular Front,m,1,Pascal Affi Nguessan -French political consultant,m,2,Pascal Lamy -French writer,m,3,Pascal Quignard -Canadian ice hockey player,m,1,Pascal Rheaume -Coach,m,2,Pat Burns -Irish Politician,m,2,Pat Cox -,m,1,Pat DAmuro -President of the Miami Heat,m,1,Pat Riley -,f,1,Pat Rochester -Football player,m,1,Pat Summerall -American basketball coach,f,1,Pat Summitt -,f,1,Pat Wharton -French opera director,m,2,Patrice Chereau -American actress,f,4,Patricia Clarkson -,f,1,Patricia Garone -,f,1,Patricia Hearst -American actress,f,2,Patricia Heaton -Operatic soprano,f,1,Patricia Johnson -Actress,f,1,Patricia Medina -"Anne, Princess Royal's ex-husband",f,1,Patricia Phillips -,f,1,Patricia Russo -Tennis player,f,1,Patricia Wartusch -French journalist,m,1,Patrick Bourrat -,m,1,Patrick Clawsen -Football manager,m,1,Patrick Coleman -,m,1,Patrick Dennehy -American-Canadian ice hockey player,m,1,Patrick Eaves -American-Jamaican basketball player,m,2,Patrick Ewing -Executive,m,1,Patrick Kron -United States Senator,m,2,Patrick Leahy -Tennis player,m,2,Patrick McEnroe -Australian tennis player,m,1,Patrick Rafter -Canadian ice hockey coach,m,2,Patrick Roy -Actor,m,2,Patrick Stewart -Swedish athlete,m,1,Patrik Kristiansson -,f,1,Patsy Hardy -Actress,f,1,Patsy Kensit -American lawyer,f,1,Patsy Mink -,f,1,Patti Balgojevich -Singing group,f,3,Patti Labelle -American curler,f,1,Patti Lank -American singer-songwriter,m,1,Patti Smith -American actress,f,1,Patty Duke -Swiss tennis player,f,4,Patty Schnyder -American professional golfer,f,1,Patty Sheehan -French tennis player,m,3,Paul-Henri Mathieu -Actor,m,1,Paul Bettany -Canadian musical artist,m,1,Paul Brandt -American diplomat,m,20,Paul Bremer -British butler,m,11,Paul Burrell -Professional baseball player,m,2,Paul Byrd -Former Governor of Massachusetts,m,1,Paul Celluci -,m,1,Paul Cerjan -Christian musician,m,1,Paul Clark -,m,2,Paul Coppin -Australian cyclist,m,1,Paul Crake -Canadian financier,m,1,Paul Desmarais -American lawyer,m,1,Paul Ebert -Poet,m,1,Paul Farley -Musical artist,m,1,Paul Gannon -English former soccer player,m,3,Paul Gascoigne -Film director,m,1,Paul Greengrass -Canadian ice hockey player,m,1,Paul Henderson -Australian comedian,m,2,Paul Hogan -Football coach,m,1,Paul Johnson -President of Rwanda,m,2,Paul Kagame -Ice hockey winger,m,1,Paul Kariya -Actor,m,1,Paul Kelleher -Political figure,m,1,Paul Krueger -Executive,m,1,Paul LeClerc -,m,1,Paul Li Calsi -American television personality,m,1,Paul Lo Duca -American film actor,m,1,Paul Lockhart -,m,1,Paul Luvera -Former Prime Minister of Canada,m,8,Paul Martin -Singer-songwriter,m,7,Paul McCartney -American attorney,m,2,Paul McNulty -,m,1,Paul Michael Daniels -Member of Parliament of the United Kingdom,m,1,Paul Murphy -American actor,m,1,Paul Newman -Baseball player,m,9,Paul ONeill -American businessman,m,1,Paul Otellini -Former Governor of Kentucky,m,2,Paul Patton -American basketball player,m,2,Paul Pierce -American comedian,m,1,Paul Reiser -Former member of the United States Senate,m,3,Paul Sarbanes -American screenwriter,m,1,Paul Schrader -American priest,m,3,Paul Shanley -Chairman of the Board of Directors of Georgetown University,m,4,Paul Tagliabue -Canadian racing driver,m,1,Paul Tracy -American photojournalist,m,1,Paul Vathis -American actor,m,1,Paul Walker -,m,1,Paul Wals -Former United States Senator,m,3,Paul Wellstone -,m,2,Paul William Hurley -Professional baseball player,m,1,Paul Wilson -American political scientist,m,10,Paul Wolfowitz -,m,1,Paul Wollnough -Dancer,f,1,Paula Abdul -Former Under Secretary of State for Democracy and Global Affairs,f,1,Paula Dobriansky -,f,1,Paula Locke -American actress,f,1,Paula Prentiss -Track and field athlete,f,6,Paula Radcliffe -American journalist,f,2,Paula Zahn -American actress,f,1,Pauley Perrette -American professional boxer,m,1,Paulie Ayala -,f,1,Paulina Rodriguez Davila -,f,1,Pauline Landers -American columnist,f,1,Pauline Phillips -Brazilian poet,m,2,Paulo Cesar Pinheiro -Spanish filmmaker,m,7,Pedro Almodovar -Baseball infielder,m,1,Pedro Alvarez -Spanish astronaut,m,1,Pedro Duque -,m,1,Pedro Mahecha -Brazilian economist,m,5,Pedro Malan -American-Dominican baseball player,m,1,Pedro Martinez -Portuguese soccer player,m,1,Pedro Pauleta -Spanish economist,m,4,Pedro Solbes -Chilean politician,m,1,Pedro Velasquez -Martin McGuinness' mother,f,1,Peggy McGuinness -Brazilian soccer player,m,1,Pele -American actress,f,2,Penelope Ann Miller -Spanish actress,f,3,Penelope Cruz -,f,1,Penelope Taylor -Politician,f,1,Penny Dupuie -Model,f,1,Penny Lancaster -Joan Collins' husband,m,1,Percy Gibson -American actress,f,1,Peri Gilpin -Thomas Bjørn's wife,f,1,Pernilla Bjorn -,f,1,Perri Shaw -,m,1,Perry Compton -American singer-songwriter,m,1,Perry Farrell -,m,1,Perry Gibbs -Former President of Pakistan,m,18,Pervez Musharraf -,m,1,Pete Aldridge -,m,1,Pete Beaudrault -Football coach,m,3,Pete Carroll -American basketball coach,m,1,Pete Gillen -American professional baseball player,m,2,Pete Rose -American tennis player,m,22,Pete Sampras -,m,1,Peter Ahearn -,m,1,Peter Albertsen -Journalist,m,3,Peter Arnett -,m,2,Peter Bacanovic -American-Venezuelan author,m,1,Peter Camejo -Director,m,1,Peter Care -Politician,m,1,Peter Caruana -Film director,m,1,Peter Chan -Former Member of the Australian House of Representatives,m,2,Peter Costello -Physician,m,1,Peter Fisher -Former United States Senator,m,1,Peter Fitzgerald -American actor,m,1,Peter Fonda -Singer,m,1,Peter Gabriel -Australian veteran,m,1,Peter Gilmour -Engineer,m,1,Peter Goldmark -British film director,m,2,Peter Greenaway -,m,1,Peter Greenspun -,m,2,Peter Harrison -Executive,m,1,Peter Hartz -Australian journalist,m,1,Peter Harvey -New Zealand mountaineer,m,2,Peter Hillary -Australian bishop,m,1,Peter Hollingworth -Sailor,m,1,Peter Holmberg -,m,1,Peter Hunt -Tennis player,m,1,Peter Lundgren -Former Minister of National Defence of Canada,m,1,Peter Mackay -News anchor,m,1,Peter Mansbridge -Artist,m,1,Peter Max -Hungarian politician,m,1,Peter Medgyessy -,m,1,Peter Mugyeni -Actor,m,1,Peter Mullan -Book by Carolyn Soutar,m,1,Peter OToole -,m,1,Peter Rasch -Danish badminton player,m,1,Peter Rasmussen -American ichthyologist,m,1,Peter Schultz -Slovak ice hockey player,m,1,Peter Sejna -Actor,m,1,Peter Shaw -German lawyer,m,5,Peter Struck -American executive,m,1,Peter Ueberroth -Australian swimmer,f,3,Petria Thomas -Secretary of the Communist Party of Ukraine,m,2,Petro Symonenko -,m,1,Pham Sy Chien -,f,1,Pham Thi Mai Phuong -Vietnamese Politician,m,3,Phan Van Khai -American rapper,m,1,Pharrell Williams -,m,1,Phil Bennett -Former Governor of Tennessee,m,1,Phil Bredesen -,m,1,Phil Cline -Irish sportsperson,m,1,Phil Cullen -American media personality,m,1,Phil Donahue -Former United States Representative,m,2,Phil Gramm -American basketball player,m,1,Phil Jackson -American basketball coach,m,1,Phil Johnson -American television personality,m,1,Phil McGraw -American professional golfer,m,2,Phil Mickelson -American film actor,m,1,Phil Morris -American musical artist,m,2,Phil Vassar -Cyclist,m,1,Philip Cummings -,m,1,Philip Murtaugh -,m,1,Philip Zalewski -Canadian comedian,m,1,Philippe Gagnon -French film actor,m,2,Philippe Noiret -Football player,m,1,Phillip Fulmer -,m,1,Phillip Seymor Hoffmann -,m,1,Phillipe Comtois -Athlete,m,1,Phillips Idowu -Actress,f,1,Phoenix Chang -Olympic athlete,f,1,Picabo Street -Italian Politician,m,1,Pier Ferdinando Casini -American-Irish actor,m,15,Pierce Brosnan -French actor,m,2,Pierre Boulanger -Politician,m,1,Pierre Gagnon -,m,1,Pierre Lacroix -Canadian Politician,m,3,Pierre Pettigrew -Singaporean actor,m,1,Pierre Png -Dutch soccer player,m,1,Pierre Van Hooijdonk -American-British meteorologist,m,1,Piers Sellers -,m,1,Pieter Bouw -Mexican singer,f,1,Pilar Montenegro -City in Cuba,m,1,Pinar del Rio -,m,1,Pio Laghi -Polish pianist,m,1,Piotr Anderszewski -Opera singer,m,3,Placido Domingo -Businessman,m,1,Platon Lebedev -,f,1,Poala Suarez -,f,1,Polona Bas -American Politician,m,1,Porter Goss -American-Australian model,f,1,Portia de Rossi -Swiss businessman,m,1,Prakash Hinduja -,m,1,Prem Kumar Nair -,m,5,Prince Charles -Prince consort,m,4,Prince Claus -Canadian Province,m,2,Prince Edward -King of Spain,m,1,Prince Felipe -British prince,m,3,Prince Harry -Heir apparent,m,3,Prince Naruhito -King of the Belgians,m,1,Prince Philippe -Monarch,m,1,Prince Rainier III -King of the Netherlands,m,3,Prince Willem-Alexander -Royal Knight of the Garter,m,2,Prince William -,f,2,Princess Aiko -Equestrian,f,2,Princess Anne -Heir presumptive,f,5,Princess Caroline -Princess of Wales,f,1,Princess Diana -,f,2,Princess Elisabeth -,f,1,Princess Hisako -Crown Princess of Japan,f,2,Princess Masako -,f,1,Princess Maxima -Monégasque singer,f,1,Princess Stephanie -Heir apparent,f,1,Princess Victoria -,m,1,Pringe Ernst August -Judge,f,2,Priscilla Owen -American actress,f,2,Priscilla Presley -Indian actress,f,1,Priyanka Chopra -Philippine Politician,m,1,Prospero Pichay -Italian film director,m,4,Pupi Avati -,m,1,Pyar Jung Thapa -,m,1,Qais al-Kazali -,m,1,Qazi Afzal -Islamic scholar,m,1,Qazi Hussain Ahmed -Chinese diplomat,m,1,Qian Qichen -Former Queen of the Netherlands,f,4,Queen Beatrix -,f,13,Queen Elizabeth II -American rapper,f,4,Queen Latifah -,f,1,Queen Noor -Queen Consort of Jordan,f,5,Queen Rania -,f,1,Queen Silvia -Queen of Spain,f,1,Queen Sofia -American basketball coach,m,1,Quin Snyder -American record producer,m,1,Quincy Jones -,m,1,Qusai Hussein -,m,1,Raaf Schefter -,m,1,Raag Singhal -American author,f,1,Rachel Corrie -Australian actress,f,3,Rachel Griffiths -Actress,f,4,Rachel Hunter -English actress,f,1,Rachel Kempson -American actress,f,1,Rachel Leigh Cook -American fashion designer,f,1,Rachel Roy -,f,1,Rachel Wadsworth -,f,1,Rachel Wheatley -Politician,m,1,Radovan Karadzic -Italian soccer player,m,1,Raf Vallone -Argentine Politician,m,1,Rafael Bielsa -Former UN Representative of Venezuela,m,4,Rafael Ramirez -Architect,m,1,Rafael Vinoly -,m,1,Rafeeuddin Ahmed -Malaysian Politician,f,1,Rafidah Aziz -Airport in Lebanon,m,1,Rafiq Hariri -,f,2,Raghad Saddam Hussein -Indian cricketer,m,1,Rahul Dravid -,m,1,Rainer Geulen -,m,1,Rainer Gut -German tennis player,m,5,Rainer Schuettler -Raja Ema's father,f,1,Raja Ibrahim -,m,1,Raja Qureshi -,m,1,Raja Ramani -Member of the Senate of Pakistan,m,1,Raja Zafar-ul-Haq -German racing driver,m,8,Ralf Schumacher -Actor,m,1,Ralph Fiennes -Racing driver,m,2,Ralph Firman -Football coach,m,1,Ralph Friedgen -Former Member of the Canadian House of Commons,m,1,Ralph Goodale -Canadian Politician,m,2,Ralph Klein -Fashion company,m,2,Ralph Lauren -American activist,m,1,Ralph Nader -American basketball player,m,1,Ralph Sampson -Boxer,m,1,Ramiro Goben Reducindo -,m,1,Ramon Cardenas -Tennis player,m,1,Ramon Delgado -,m,1,Ramon Ponce de Leon -Municipality in the Dominican Republic,m,1,Ramon Santana -,f,1,Ramona Rispton -Under Secretary of Homeland Security for National Protection and Programs,m,1,Rand Beers -Robyn Miller's brother,m,1,Rand Miller -American Politician,m,1,Randall Terry -American ambassador,m,1,Randall Tobias -,m,1,Randy Brown -,m,1,Randy Dryer -Canadian curler,m,1,Randy Ferbey -American bassist,m,1,Randy Jackson -Baseball pitcher,m,1,Randy Johnson -American singer-songwriter,m,1,Randy Travis -Indian actress,f,1,Rani Mukherjee -Former Prime Minister of Sri Lanka,m,3,Ranil Wickremasinghe -Filmmaker,m,4,Raoul Ruiz -American actress,f,2,Raquel Welch -Spokesman,m,1,Rashid Qureshi -Businesswoman,f,1,Ratna Sari Dewi Sukarno -Boxer,m,1,Raul Castaneda -,m,1,Raul Chacon -Paraguayan Politician,m,1,Raul Cubas -Spanish soccer player,m,1,Raul Gonzalez -American professional baseball player,m,1,Raul Ibanez -Dominican politician,m,1,Raul Mondesi -Poet,m,1,Raul Rivero -,m,1,Ravan AG Farhadi -American basketball player,m,3,Ray Allen -American author,m,1,Ray Bradbury -American consultant,m,1,Ray Evernham -Film producer,m,1,Ray Halbritter -Football linebacker,m,1,Ray Lewis -American actor,m,1,Ray Liotta -Football player,m,1,Ray Lucas -,m,1,Ray Morrough -Former Mayor of New Orleans,m,2,Ray Nagin -American singer,m,1,Ray Price -American stand-up comedian,m,9,Ray Romano -American coach,m,1,Ray Sherman -,m,1,Ray Wasden -Actor,m,1,Ray Young -,m,1,Raymond Arthurs -General,m,2,Raymond Odierno -Former Chairman of the Senate of Pakistan,m,1,Raza Rabbani -Malaysian diplomat,m,1,Razali Ismail -American actress,f,4,Rebecca Romijn-Stamos -,f,4,Rebekah Chantay Revels -President of Turkey,m,30,Recep Tayyip Erdogan -American basketball coach,m,1,Red Auerbach -American actress,f,4,Reese Witherspoon -City in Massachusetts,m,1,Reggie Lewis -American basketball player,m,2,Reggie Miller -Baseball player,m,1,Reggie Sanders -Former Secretary for Security,f,1,Regina Ip -American film director,m,1,Reginald Hudlin -,f,1,Reina Hayes -German Politician,m,1,Reinhard Buetikofer -,m,1,Ren Qingjin -American actress,f,1,Rena Sofer -Italian entrepreneur,m,1,Renato Soru -,m,1,Rene Antonio Leon Rodriguez -American basketball coach,f,1,Rene Portland -American actress,f,17,Renee Zellweger -South African professional golfer,m,1,Retief Goosen -Baseball player,m,1,Rey Sanchez -Necmettin Bilal Erdoğan's wife,f,1,Reyyan Uzuner -Ice hockey player,m,1,Rhett Warrener -,f,1,Rhina Villatoro -Former President of Chile,m,27,Ricardo Lagos -Argentine economist,m,2,Ricardo Lopez Murphy -,m,2,Ricardo Maduro -Nicaraguan professional boxer,m,1,Ricardo Mayorga -Swimmer,m,2,Ricardo Monasterio -American musician,m,6,Ricardo Sanchez -Italian conductor,m,1,Riccardo Muti -Football player,m,1,Rich Brooks -Football quarterback,m,2,Rich Gannon -Film actor,m,9,Richard Armitage -Architect,m,1,Richard Barry -Business magnate,m,2,Richard Branson -Singer,m,2,Richard Butler -Ugandan poet,m,1,Richard Carl -American actor,m,1,Richard Chamberlain -American columnist,m,1,Richard Cohen -American television actor,m,2,Richard Crenna -Former Mayor of Chicago,m,1,Richard Daley -American actor,m,1,Richard Dreyfuss -,m,1,Richard Fine -American Politician,m,11,Richard Gephardt -American actor,m,10,Richard Gere -American playwright,m,1,Richard Greenberg -President of the Council on Foreign Relations,m,2,Richard Haass -American basketball player,m,1,Richard Hamilton -Irish actor,m,1,Richard Harris -,m,1,Richard Hellfant -American basketball player,m,1,Richard Jefferson -American police officer,m,1,Richard Jewell -Dutch tennis player,m,3,Richard Krajicek -,m,1,Richard Langille -,m,1,Richard Lennon -Economist,m,1,Richard Levin -Former United States Senator,m,1,Richard Lugar -President of Kansas State University,m,18,Richard Myers -,m,1,Richard Naughton -British editor,m,2,Richard Norton-Taylor -Musician,m,1,Richard Palmer -Franchiser,m,1,Richard Parsons -American author,m,1,Richard Paul Evans -American recording artist,m,1,Richard Penniman -Police officer,m,1,Richard Pennington -American statesman,m,1,Richard Perle -,m,1,Richard Regenhard -British criminal,m,1,Richard Reid -American writer,m,1,Richard Rodriguez -British journalist,m,2,Richard Sambrook -United States Senator,m,2,Richard Shelby -,m,1,Richard Sterner -Physician,m,1,Richard Tubb -French professional road racing cyclist,m,8,Richard Virenque -American actor,m,1,Richard Ward -Basketball coach,m,2,Richie Adubato -American basketball coach,m,3,Rick Barnes -Cermak Bland's father,m,1,Rick Bland -American journalist,m,1,Rick Bragg -American basketball coach,m,4,Rick Carlisle -American businessman,m,1,Rick Caruso -,m,3,Rick Dinse -American astronaut,m,1,Rick Husband -,m,1,Rick Lu -United States Secretary of Energy,m,6,Rick Perry -American basketball coach,m,4,Rick Pitino -Baseball player,m,1,Rick Reed -American basketball player,m,1,Rick Rickert -,m,3,Rick Romley -Former member of the United States Senate,m,3,Rick Santorum -American basketball coach,m,3,Rick Stansbury -American businessman,m,2,Rick Wagoner -American professional golfer,m,2,Ricky Barnes -,m,1,Ricky Cottrill -Singer,m,2,Ricky Martin -Australian cricketer,m,2,Ricky Ponting -,m,1,Ricky Quick -Football quarterback,m,1,Ricky Ray -Film director,m,1,Ridley Scott -,m,1,Riek Blanjaar -Former football player,m,1,Rien Long -Guatemalan painter,f,1,Rina Lazo -Musician,m,1,Ringo Starr -Soccer player,m,2,Rio Ferdinand -Tennis player,f,3,Rita Grande -Actress,f,2,Rita Moreno -American actress,f,4,Rita Wilson -American actor,m,4,Rob Lowe -American film director,m,6,Rob Marshall -Former football player,m,1,Rob Moore -American actor,m,1,Rob Morrow -Canadian ice hockey player,m,1,Rob Niedermayer -Canadian actor,m,1,Rob Ramsay -American actor,m,2,Rob Schneider -Actor,m,1,Robbie Coltrane -Soccer player,m,2,Robbie Fowler -,m,1,Robbie Mc Ewen -,m,1,Robbie Naish -Singer-songwriter,m,3,Robbie Williams -American tennis player,m,2,Robby Ginepri -American film director,m,1,Robert Altman -Actor,m,1,Robert Beck -American diplomat,m,2,Robert Blackwill -American actor,m,8,Robert Blake -American basketball player,m,3,Robert Bonner -American pornographic actor,m,2,Robert Bullock -,m,2,Robert DeFraites -Actor,m,6,Robert De Niro -Actor,m,1,Robert Douglas -American actor,m,1,Robert Downey Jr -,m,1,Robert Durst -American actor,m,8,Robert Duvall -Former Governor of Maryland,m,2,Robert Ehrlich -American film producer,m,3,Robert Evans -American attorney,m,1,Robert F Kennedy Jr -Former Prime Minister of Slovakia,m,2,Robert Fico -,m,1,Robert Flodquist -Researcher,m,1,Robert Gallo -,m,1,Robert Gordon Card -,m,1,Robert Hanssen -American poet,m,2,Robert Horan -American actor,m,1,Robert Hyatt -Long-distance runner,m,1,Robert Kipkoech Cheruiyot -Former President of Armenia,m,5,Robert Kocharian -Polish olympic athlete,m,1,Robert Korzeniowski -Record producer,m,1,Robert Lange -American serial killer,m,1,Robert Lee Yates Jr -American forester,m,1,Robert Marshall -Author,m,1,Robert McKee -,m,1,Robert Morvillo -American attorney,m,5,Robert Mueller -Former Prime Minister of Zimbabwe,m,2,Robert Mugabe -American businessman,m,1,Robert Nardelli -,m,1,Robert Nillson -American biologist,m,1,Robert Pollack -American actor,m,8,Robert Redford -American televangelist,m,1,Robert Schuller -American actor,m,2,Robert Stack -Former United States Senator,m,3,Robert Torricelli -American screenwriter,m,1,Robert Towne -Film actor,m,1,Robert Tyrrell -,m,1,Robert Vowler -American actor,m,1,Robert Wagner -Musical artist,m,1,Robert Weitzel -Writer,m,1,Robert Wiener -American businessman,m,2,Robert Witt -United States Ambassador to the United Kingdom,m,1,Robert Woody Johnson -American public official,m,7,Robert Zoellick -,f,1,Roberta Combs -,m,1,Roberto Arguelles -Italian actor,m,2,Roberto Benigni -Uruguayan political figure,m,1,Roberto Canessa -Soccer player,m,4,Roberto Carlos -Italian fashion designer,m,1,Roberto Cavalli -,m,1,Roberto Cercelletta -,m,1,Roberto Guaterroma -,m,1,Roberto Laratro -Argentine economist,m,1,Roberto Lavagna -Brazilian publisher,m,3,Roberto Marinho -,m,1,Roberto Robaina -Costa Rican Politician,m,1,Roberto Tovar -American physician,m,2,Robin Cook -,f,1,Robin Johansen -Author,f,1,Robin McGraw -American actor,m,2,Robin McLaurin Williams -American actress,f,1,Robin Tunney -American scenic designer,f,1,Robin Wagner -American actor,m,1,Robin Williams -American actress,f,1,Robin Wright Penn -French actor,m,2,Robinson Stevenin -Italian Politician,m,1,Rocco Buttiglione -Former Governor of Illinois,m,2,Rod Blagojevich -,m,1,Rod Bryden -,m,1,Rod Jong-il -Former United States Secretary of Education,m,1,Rod Paige -Singer-songwriter,m,3,Rod Stewart -American basketball player,m,1,Rod Thorn -American comedian,m,1,Rodney Dangerfield -,m,1,Rodney Rempt -,m,1,Rodolfo Abalos -,m,2,Rodrigo Borja -Spanish Politician,m,1,Rodrigo Rato -,m,1,Rodrigo de la Cerna -American lawyer,m,1,Roel Campos -Mexican Politician,m,1,Rogelio Montemayor -Argentine former soccer player,m,1,Rogelio Ramos -Baseball pitcher,m,2,Roger Clemens -Landscaper,m,1,Roger Cook -"Elementary school in Reno, Nevada",m,1,Roger Corbett -Singer,m,1,Roger Daltrey -,m,1,Roger Etchegaray -Tennis player,m,14,Roger Federer -Canadian Politician,m,1,Roger Grimes -Tennis player,m,1,Roger King -,m,1,Roger Lyons -Brazilian soccer player,m,1,Roger Machado -,m,1,Roger Mahony -Actor,m,5,Roger Moore -Stock car racing team,m,1,Roger Penske -Football quarterback,m,1,Roger Staubach -Soccer player,m,1,Roger Suarez -,m,1,Roger Toussaint -Author,m,1,Roger Winter -Backstroke swimmer,m,2,Rogerio Romero -Former President of South Korea,m,32,Roh Moo-hyun -Canadian-Indian writer,m,1,Rohinton Mistry -,m,1,Rohman al-Ghozi -German jurist,m,1,Roland Koch -Former President of Lithuania,m,2,Rolandas Paksas -,m,2,Rolf Eckrodt -German architect,m,1,Rolf Zimmermann -American basketball coach,m,1,Rollie Massimino -French actor,m,1,Romain Duris -Israeli-Russian businessman,m,1,Roman Abramovich -Filmmaker,m,1,Roman Coppola -French-Polish film director,m,6,Roman Polanski -Singer,m,1,Roman Tam -Italian Politician,m,7,Romano Prodi -,m,1,Romario Farias -,m,1,Romeo Gigli -,m,8,Ron Dittemore -American Politician,m,1,Ron Gonzales -American filmmaker,m,2,Ron Howard -Former Secretary of State of Texas,m,1,Ron Kirk -,m,1,Ron Lantz -Football coach,m,1,Ron Zook -,m,1,Ronald Brower -Author,m,1,Ronald Harwood -,m,1,Ronald Ito -,m,1,Ronald Kadish -American journalist,m,1,Ronald Kessler -American businessman,m,1,Ronald Perelman -,m,1,Ronald Post -40th U.S. President,m,3,Ronald Reagan -American musician,m,1,Ronald White -,m,1,Ronald Young Jr -Brazilian soccer player,m,4,Ronaldo Luis Nazario de Lima -Football cornerback,m,1,Ronde Barber -Olympic athlete,m,1,Ronnie Jagday -American lawyer,m,1,Ronnie Musgrove -,f,1,Rosa Haywa de Condori -,f,1,Rosalie Perkov -Former First Lady of the United States,f,1,Rosalyn Carter -American actress,f,1,Rosario Dawson -,f,1,Rose Linkins -American actress,f,1,Rose Marie -American actress,f,3,Roseanne Barr -American model,f,2,Rosemarie Stack -American actress,f,1,Rosie Perez -,m,1,Rosny Desroches -Former football player,m,1,Ross Verba -Theologian,m,1,Rowan Williams -United States Senator,m,1,Roy Blunt -Venezuelan Politician,m,1,Roy Chaderton -Professional baseball player,m,1,Roy Halladay -Professional boxer,m,2,Roy Jones Jr -Former Chief Justice,m,6,Roy Moore -American singer,m,1,Roy Rogers -Canadian Politician,m,1,Roy Romanow -American basketball coach,m,4,Roy Williams -Spanish tennis player,f,1,Ruano Pascual -Baseball athlete,m,1,Ruben Sierra -American gospel singer,m,2,Ruben Studdard -Basketball player,m,1,Ruben Wolkowyski -Brazilian racing driver,m,12,Rubens Barrichello -Soccer player,m,1,Rudi Voeller -,m,1,Rudolf Schuster -Former Mayor of New York City,m,26,Rudolph Giuliani -,m,1,Rudolph Holton -American basketball player,m,1,Rudy Tomjanovich -American wrestler,m,1,Rulon Gardner -Actor,m,3,Rupert Grint -American-Australian media mogul,m,2,Rupert Murdoch -Baseball player,m,1,Russ Ortiz -New Zealand yachtsman,m,2,Russell Coutts -Actor,m,2,Russell Crowe -American entrepreneur,m,5,Russell Simmons -Turkish soccer player,m,1,Rustu Recber -Associate Justice of the Supreme Court of the United States,f,1,Ruth Bader Ginsburg -,f,1,Ruth Christofferson -Swiss Politician,f,2,Ruth Dreifuss -,m,2,Ruth Harlow -Researcher,f,1,Ruth Pearce -President of iProspect,f,1,Ruth Stubbs -Professional baseball player,m,1,Ryan Drese -Professor,m,1,Ryan Goodman -Former football player,m,1,Ryan Leaf -American race car driver,m,1,Ryan Newman -Professional road racing cyclist,m,1,Ryan Nyquist -,m,1,SJ Twu -Singaporean Politician,m,2,S Jayakumar -,m,1,Saadi Gadhafi -Former Prime Minister of Kuwait,m,1,Sabah Al-Ahmad Al-Jaber Al-Sabah -Former soccer player,m,2,Saburo Kawabuchi -Olympic swimmer,f,4,Sachiko Yamada -Indian cricketer,m,1,Sachin Tendulkar -Olympic athlete,f,1,Sada Jacobson -,m,1,Sadam Hassan -Former President of Iraq,m,23,Saddam Hussein -Actress,f,3,Sadie Frost -Diplomat,m,2,Saeb Erekat -Pakistani cricketer,m,1,Saeed Anwar -Iranian Politician,m,1,Saeed Mortazavi -,m,1,Sahim Alwan -,m,1,Saied Hadi al Mudarissi -Solicitor,f,1,Sally Clark -American actress,f,4,Sally Field -American film actress,f,4,Sally Kirkland -American astronaut,f,2,Sally Ride -American-Mexican film actress,f,13,Salma Hayek -Indian film actor,m,1,Salman Khan -Novelist,m,3,Salman Rushdie -,m,3,Sam Bith -United States Ambassador-at-Large for International Religious Freedom,m,1,Sam Brownback -,m,1,Sam Gerald -Stage director,m,2,Sam Mendes -American actor,m,1,Sam Rockwell -Scottish golfer,m,3,Sam Torrance -,m,1,Saman Shali -American television producer,f,1,Samantha Daniels -,f,1,Samantha Ledster -American professor,m,1,Sami Al-Arian -Iranian filmmaker,f,2,Samira Makhmalbaf -Football player,m,1,Sammy Knight -Baseball right fielder,m,2,Sammy Sosa -Business person,m,4,Samuel Waksal -,f,1,San Lan -American singer-songwriter,m,1,Sananda Maitreya -,f,1,Sandra Banning -American actress,f,4,Sandra Bullock -Italian film actress,f,1,Sandra Ceccarelli -,f,1,Sandra Day OConner -Italian actress,f,1,Sandra Milo -Canadian actress,f,1,Sandra Shamas -Visual artist,f,1,Sandy Smith -Bob Wise's wife,f,1,Sandy Wise -Serbian model,f,1,Sanja Papic -Kalpana Chawla's brother,m,1,Sanjay Chawla -American neurosurgeon,m,1,Sanjay Gupta -Colombian bicycler,m,1,Santiago Botero -,m,1,Saoud Al Faisal -Former President of Turkmenistan,m,2,Saparmurat Niyazov -,f,1,Sara Elisabeth Ahmad -,f,1,Sara Silverman -,f,1,Sarah Canale -American figure skater,f,6,Sarah Hughes -American actress,f,6,Sarah Jessica Parker -American actress,f,3,Sarah Michelle Gellar -Novelist,f,1,Sarah Price -American attorney at law,f,1,Sarah Weddington -Australian actress,f,1,Sarah Wynter -Tennis player,m,1,Sargis Sargsian -Actress,f,1,Sasha Alexander -American figure skater,f,1,Sasha Cohen -,m,1,Satnarine Sharma -Film director,m,1,Scott Blum -Filmmaker,m,1,Scott Dalton -Politician,m,1,Scott Dickson -,m,1,Scott Fawell -Adrianna Costa's husband,m,1,Scott Gorelick -American figure skater,m,1,Scott Hamilton -American professional golfer,m,1,Scott Hoch -,m,1,Scott Hubbard -Former White House Press Secretary,m,5,Scott McClellan -American businessman,m,2,Scott McNealy -Fighter pilot,m,1,Scott OGrady -,m,5,Scott Peterson -Critic,m,2,Scott Ritter -Baseball third baseman,m,1,Scott Rolen -American film producer,m,2,Scott Rudin -Member of the United States Senate,m,2,Scott Sullivan -American professional golfer,m,1,Scott Verplank -American historian,m,1,Scott Wallach -American musician,m,1,Scott Weiland -American lyricist,m,1,Scott Wittman -American actor,m,2,Scott Wolf -Sound engineer,m,1,Scott Yates -South Korean player,m,1,Se Hyuk Joo -American actor,m,3,Sean Astin -American rapper,m,1,Sean Combs -American actor,m,2,Sean Hayes -University professor,m,5,Sean OKeefe -American cardinal,m,3,Sean Patrick OMalley -American actor,m,1,Sean Patrick Thomas -American actor,m,3,Sean Penn -,m,1,Sean Townsend -,m,1,Sebastian Cuattrin -Argentine motorcycle road racer,m,1,Sebastian Porto -Argentine soccer player,m,3,Sebastian Saja -Tennis player,m,4,Sebastien Grosjean -,m,1,Sedigh Barmak -,f,1,Selma Phoenix -,m,4,Sepp Blatter -,f,1,Serena Karlan -American tennis player,f,52,Serena Williams -Actor,m,1,Sereyvuth Kem -,m,1,Serge Klarsfeld -,m,1,Serge Melac -Businessman,m,1,Serge Tchuruk -,m,1,Sergei Alexandrovitch Ordzhonikidze -Russian official,m,5,Sergei Ivanov -Politician,m,1,Sergei Yastrzhembsky -Politician,m,1,Sergei Yushenkov -Minister of Foreign Affairs of the Russian Federation,m,11,Sergey Lavrov -Italian actor,m,1,Sergio Castellitto -Spanish professional golfer,m,2,Sergio Garcia -Brazilian diplomat,m,11,Sergio Vieira De Mello -,m,1,Seth Gorney -Italian gynecologist,m,1,Severino Antinori -Former Prime Minister of the Ivory Coast,m,1,Seydou Diarra -American actor,m,1,Seymour Cassell -Canadian ice dancer,f,1,Shae-Lynn Bourne -,m,1,Shafal Mosed -Lawyer,m,1,Shamai Leibowitz -American race car driver,m,1,Shane Hmiel -Baseball pitcher,m,1,Shane Loux -American professional boxer,m,2,Shane Mosley -Basketball player,m,1,Shane Phillips -Baseball player,m,1,Shane Reynolds -Australian cricketer,m,2,Shane Warne -Canadian singer-songwriter,f,1,Shania Twain -American basketball player,f,1,Shanna Zolman -,f,2,Shannon OBrien -American actress,f,1,Shannyn Sossamon -,f,1,Sharess Harrell -Gray Davis' wife,f,2,Sharon Davis -,f,2,Sharon Frey -Television host,f,3,Sharon Osbourne -American singer-songwriter,f,1,Sharon Robinson -American actress,f,5,Sharon Stone -Former Prime Minister of Pakistan,m,2,Shaukat Aziz -Former Defense Minister of Israel,m,3,Shaul Mofaz -South African cricketer,m,1,Shaun Pollock -,m,1,Shaun Rusling -,f,1,Shavon Earp -Basketball player,m,1,Shawn Bradley -American basketball player,m,1,Shawn Kemp -American basketball player,m,1,Shawn Marion -Palestinian imam,m,1,Sheikh Ahmed Yassin -Canadian Politician,f,4,Sheila Copps -Auditor,f,2,Sheila Fraser -American athlete,f,1,Sheila Taormina -Advocate,f,2,Sheila Wellstone -Former Speaker of the New York State Assembly,m,1,Sheldon Silver -Coach,f,1,Sherri Coale -,f,1,Sherry Fisher -,f,1,Sherry Irving -American singer-songwriter,f,8,Sheryl Crow -Politician,m,1,Shi Guangsheng -American actor,m,2,Shia LaBeouf -Japanese professional baseball player,m,1,Shigeo Nagashima -Japanese Politician,m,1,Shigeru Ishiba -Former President of Israel,m,8,Shimon Peres -Japanese golfer,m,1,Shingo Katayama -Japanese sprinter,m,1,Shingo Suetsugu -Japanese swimmer,m,1,Shinya Taniguchi -Prime Minister of Japan,m,1,Shinzo Abe -Zulfikar Ali Bhutto's ex-wife,f,1,Shireen Amir Begum -American actress,f,1,Shirley Jones -Indian columnist,f,1,Shobha De -Soldier,f,1,Shoshana Johnson -American actress,f,1,Shoshannah Stern -American comic,m,1,Sid Caesar -Philanthropist,m,1,Sidney Kimmel -American-Bahamian actor,m,1,Sidney Poitier -American actress,f,1,Sigourney Weaver -Politician,f,4,Sila Calderon -Former Energy and Water Resources Minister of Israel,m,6,Silvan Shalom -Tennis player,f,3,Silvia Farina Elia -,f,1,Silvie Cabero -Former Prime Minister of Italy,m,33,Silvio Berlusconi -Spanish singer,m,2,Silvio Fernandez -,m,1,Sim Yong -Musical artist,m,1,Simon Chalk -A&R executive,m,2,Simon Cowell -Tennis player,m,1,Simon Larose -Actor,m,1,Simon Yam -,f,1,Simona Hradil -Singer-songwriter,f,1,Sinead OConnor -Television presenter,f,1,Sivan Klein -American basketball coach,m,1,Skip Prosser -Former President of Serbia,m,4,Slobodan Milosevic -,m,1,Soenarno -Greek-Italian-Swiss actress,f,1,Sofia Milos -,m,1,Sofyan Dawood -Pakistani field hockey player,m,1,Sohail Abbas -Cambodian Politician,m,1,Sok An -Bulgarian scientist,m,1,Solomon Passy -Former President of Indian National Congress,f,4,Sonia Gandhi -Mexican singer,f,1,Sonia Lopez -,f,1,Sonja Kesselschlager -Actress,f,1,Sonya Walger -Actress,f,1,Soon Yi -Film actress,f,7,Sophia Loren -Empress of Russia,f,1,Sophie -Indian cricketer,m,5,Sourav Ganguly -Former United States Senator,m,17,Spencer Abraham -,m,1,Spike Helmick -American filmmaker,m,1,Spike Jonze -American film director,m,1,Spike Lee -Canadian basketball player,f,1,Stacey Dales-Schuman -,m,1,Stacey Jones -,f,1,Stacey Yamaguchi -,f,2,Stacy Dragila -Ben E. King's sister,f,1,Stacy Nelson -American basketball coach,m,2,Stan Heath -,m,1,Stan Kasten -American businessman,m,1,Stan Kroenke -Tennis player,m,1,Stanislas Wawrinka -Enterpriser,m,1,Stanley Ho -Armed force officer,m,3,Stanley McChrystal -American filmmaker,m,1,Stanley Nelson -Film director,m,2,Stanley Tong -,m,1,Stefaan Declerk -Olympic athlete,m,1,Stefan Holm -Tennis player,m,1,Stefan Koubek -Bulgarian Politician,m,1,Stefan Tafrov -Panamanian model,f,1,Stefanie De Roux -Italian actor,m,2,Stefano Accorsi -,m,1,Stefano Basalini -Fashion designer,m,1,Stefano Gabbana -,f,1,Steffeny Holtz -Tennis player,f,5,Steffi Graf -American actress,f,1,Stella Keitel -Fashion designer,f,1,Stella McCartney -Model,f,1,Stella Tennant -Swedish actor,m,2,Stellan Skarsgard -U.S. Representative,m,1,Steny Hoyer -Armenian Politician,m,1,Stepan Demirchian -Alpine ski racer,m,1,Stephan Eberharter -Neurosurgeon,m,1,Stephane Delajoux -Canadian freestyle skier,m,1,Stephane Rochon -Canadian actor,m,1,Stephane Rousseau -Tennis player,f,1,Stephanie Cohen Aloro -Canadian actress,f,1,Stephanie Moore -American actress,f,1,Stephanie Zimbalist -American historian,m,2,Stephen Ambrose -German basketball coach,m,1,Stephen Arigbabu -CEO of Warner Music Group,m,1,Stephen Cooper -American educator,m,1,Stephen Covey -Politician,m,1,Stephen Crampton -Director,m,2,Stephen Daldry -,m,1,Stephen Ebberharter -Film director,m,1,Stephen Frears -,m,2,Stephen Friedman -,m,1,Stephen Funk -,m,1,Stephen Glassroth -Former Prime Minister of Canada,m,1,Stephen Joseph -Actor,m,1,Stephen Keener -,m,1,Stephen Oake -,m,1,Stephen Push -American basketball coach,m,1,Stephen Silas -,m,1,Stephen Swindal -American mixed martial artist,m,1,Stephen Thompson -British jewellery designer,m,1,Stephen Webster -Baseball player,m,1,Sterling Hitchcock -Actor,m,1,Steve-O -American basketball coach,m,1,Steve Alford -Radio presenter,m,1,Steve Allan -American musician,m,1,Steve Allee -American professional wrestler,m,1,Steve Austin -Baseball player,m,1,Steve Avery -Athlete,m,2,Steve Backley -American businessman,m,3,Steve Ballmer -American basketball player,m,1,Steve Blake -,m,1,Steve Blankenship -American entrepreneur,m,1,Steve Case -Actor,m,1,Steve Coogan -,m,1,Steve Coterill -Professional baseball player,m,1,Steve Cox -,m,1,Steve Cutler -,m,1,Steve Fehr -Baseball coach,m,1,Steve Karsay -American basketball coach,m,1,Steve Kerr -Former football player,m,1,Steve Largent -American sports coach,m,6,Steve Lavin -,m,1,Steve Lenard -American sportscaster,m,3,Steve Mariucci -English soccer player,m,1,Steve McManaman -Basketball player,m,5,Steve Nash -Drummer,m,1,Steve Nesbitt -Chairman of Bain Capital,m,1,Steve Pagliuca -American race car driver,m,2,Steve Park -CEO of the Phoenix Coyotes,m,1,Steve Patterson -American film writer,m,1,Steve Peace -Sports analyst,m,1,Steve Phillips -Rower,m,1,Steve Redgrave -Recording artist,m,1,Steve Rush -,m,1,Steve Shiver -Football player,m,2,Steve Spurrier -Coach,m,1,Steve Stirling -Actor,m,1,Steve Valentine -American singer-songwriter,m,1,Steve Wariner -Australian cricketer,m,2,Steve Waugh -American actor,m,1,Steve Zahn -Actor,m,1,Steven Briggs -Soccer player,m,1,Steven Craig -American singer-songwriter,m,1,Steven Curtis Chapman -Film director,m,1,Steven Feldman -American physician,m,2,Steven Hatfill -,m,1,Steven Kinlock -Actor,m,2,Steven Seagal -American filmmaker,m,7,Steven Spielberg -American singer-songwriter,m,1,Steven Tyler -American musician,m,1,Steven Van Zandt -Former President of Croatia,m,1,Stipe Mesic -American film actress,f,3,Stockard Channing -Former United States Senator,m,3,Strom Thurmond -,m,1,Stuart Knoll -Irish actor,m,1,Stuart Townsend -American actor,m,1,Stuart Whitman -American author,f,1,Sue Grafton -Basketball coach,f,1,Sue Guevara -Actress,f,1,Sue Johnston -,f,1,Sue Slavec -Basketball player,f,2,Sue Wicks -South Korean politician,m,1,Suh Chung-won -,m,1,Suh Young-hoon -,f,1,Suk Chung Hong -Sultan of Oman,m,1,Sultan Qaboos -Religious leader,m,1,Sun Myung Moon -,m,1,Sung Hong Choi -Former Member of House of Representatives of Thailand,m,1,Supachai Panitchpakdi -,m,2,Surakait Sathirathai -Turkish runner,f,1,Sureyya Ayhan -Politician,m,1,Surya Bahadur Thapa -United States Senator,f,2,Susan Collins -American actress,f,6,Susan Sarandon -Coach,f,1,Susan Walvius -Canadian member of Parliament,m,1,Susan Whelan -Minister of External Affairs of India,f,1,Sushma Swaraj -American actress,f,2,Susie Castillo -Former President of Indonesia,m,4,Susilo Bambang Yudhoyono -Television channel,f,1,Suzanne Fox -Canadian curler,f,2,Suzanne Gaudet -Attorney,f,1,Suzanne Haik Terrell -Hosni Mubarak's wife,f,1,Suzanne Mubarak -American actress,f,1,Suzanne Somers -,f,1,Suzanne Torrance -American basketball coach,f,1,Suzie McConnell Serio -Swedish football manager,m,1,Sven Goran Eriksson -German professional boxer,m,1,Sven Ottke -Danish Politician,m,1,Svend Aage Jensby -Canadian Politician,m,1,Svend Robinson -Basketball coach,m,1,Svetislav Pesic -,f,1,Svetlana Belousova -Russian model,f,2,Svetlana Koroleva -Bulgarian soccer player,m,1,Svetoslav Todorov -,f,1,Sybille Schmid -,m,1,Syed Abdul Rahman Geelani -,m,1,Syed Ibrahim -American actor,m,9,Sylvester Stallone -American-Hungarian photographer,f,1,Sylvia Plachy -French ballet dancer,f,1,Sylvie Guillem -Taiwanese player,f,1,Szu Yu Chen -,m,1,TA McLendon -American basketball player,m,1,TJ Ford -American business magnate,m,1,T Boone Pickens -Basketball coach,m,1,Tab Baldwin -,m,1,Tab Turner -President of Uruguay,m,1,Tabare Vazquez -Iraqi fighter,m,15,Taha Yassin Ramadan -,f,1,Taia Balk -Swimmer,m,1,Takahiro Mori -,m,1,Takaloo -Japanese actor,m,2,Takashi Sorimachi -Olympic swimmer,m,1,Takashi Yamamoto -Japanese Politician,m,1,Takenori Kanzaki -,m,1,Takeo Fukui -Japanese Politician,m,1,Takeo Hiranuma -Japanese comedian,m,1,Takeshi Kitano -Japanese Politician,m,1,Taku Yamasaki -Japanese racing driver,m,1,Takuma Sato -,m,1,Talal Keenaan -,f,1,Tali Imani -American actress,f,1,Talisa Bratt -American actress,f,1,Talisa Soto -American conductor,f,2,Tamara Brooks -,f,1,Tamara Mowry -,f,1,Tamara Stokes -American basketball player,f,1,Tamika Catchings -,f,1,Tammy Helm -Melissa Etheridge's ex-wife,f,2,Tammy Lynn Michaels -Foreign minister,m,11,Tang Jiaxuan -,f,1,Tangra Riggle -,f,1,Tanya Holyk -,f,1,Tanya Lindenmuth -,m,1,Taoufik Mathlouthi -,f,1,Tara Dawn Christensen -American swimmer,f,1,Tara Kirk -American actress,f,1,Tara Reid -American basketball coach,f,1,Tara VanDerveer -Former Foreign Minister of Iraq,m,6,Tariq Aziz -Former President of Cyprus,m,3,Tassos Papadopoulos -Russian volleyball player,f,1,Tatiana Gratcheva -American author,f,1,Tatiana Kennedy Schlossberg -Russian tennis player,f,1,Tatiana Panova -,f,1,Tatiana Paus -Basketball player,m,1,Tatiana Shchegoleva -Model,f,1,Tatjana Gsell -Actor,m,1,Tatsuya Fuji -,f,1,Tatyana Tomashova -Indonesian badminton player,m,3,Taufik Hidayat -,m,1,Taufik Kiemas -American talk show host,m,1,Tavis Smiley -American soccer player,m,1,Taylor Twellman -,m,1,Taylyn Solomon -American basketball player,m,1,Tayshaun Prince -,m,1,Tayyeb Abdel Rahim -American racing driver,m,1,Ted Christopher -,m,1,Ted Costa -Nurse,m,2,Ted Maher -Canadian coach,m,1,Ted Nolan -American media mogul,m,1,Ted Turner -Football player,m,1,Ted Washington -American professional baseball player,m,1,Ted Williams -Former Mayor of Jerusalem,m,1,Teddy Kollek -Football cornerback,m,1,Terence Newman -American actress,f,1,Teresa Graves -Businesswoman,f,1,Teresa Heinz Kerry -Musical artist,f,1,Teresa Williams -Soccer player,f,1,Teresa Worbis -,f,1,Teri Files -American actress,f,1,Teri Garr -,f,1,Teri ORourke -Norwegian diplomat,m,2,Terje Roed-Larsen -Football outside linebacker,m,2,Terrell Suggs -Football player,m,1,Terrence Kiel -American olympic athlete,m,1,Terrence Trammell -Canadian musical artist,f,1,Terri Clark -Football quarterback,m,1,Terry Bradshaw -British screenwriter,m,1,Terry Gilliam -Football coach,m,1,Terry Hoeppner -,f,1,Terry Lynn Barton -Former Governor of Virginia,m,3,Terry McAuliffe -American executive,m,1,Terry Semel -American basketball coach,m,2,Terry Stotts -Human rights activist,m,1,Teruaki Masumoto -Executive,m,1,Terunobu Maeda -Minister for the Olympics,f,1,Tessa Jowell -American singer,m,1,Tex Ritter -South African Politician,m,5,Thabo Mbeki -American basketball coach,m,1,Thad Matta -Former Prime Minister of Thailand,m,6,Thaksin Shinawatra -Singer-songwriter,f,1,Thalia -,m,1,Thanongsak Tuvinan -Greek filmmaker,m,1,Theo Angelopoulos -President of the Chicago Cubs,m,2,Theo Epstein -,m,3,Theodore Tweed Roosevelt -,f,1,Theresa Gattung -British Prime Minister,f,3,Theresa May -,m,3,Thierry Falise -French Politician,m,1,Thierry Mariani -Counsel,m,2,Thomas Birmingham -Professional golfer,m,2,Thomas Bjorn -,m,1,Thomas Cloyd -,m,1,Thomas Daily -Saint,m,1,Thomas Day -Tennis player,m,1,Thomas Enqvist -Commanding officer,m,4,Thomas Fargo -American political scientist,m,1,Thomas Ferguson -Football player,m,1,Thomas Franklin -Radio host,m,1,Thomas Gottschalk -,m,1,Thomas Haeggstroem -"High school in Chicago, Illinois",m,1,Thomas Kelly -Austrian diplomat,m,1,Thomas Klestil -American swimmer,m,2,Thomas Malchow -,m,1,Thomas Manger -American attorney at law,m,1,Thomas Mesereau Jr -American actor,m,9,Thomas OBrien -Olympic swimmer,m,3,Thomas Rupprath -,m,1,Thomas Scavone -United States Senator,m,1,Thomas Stewart -German boxer,m,1,Thomas Ulrich -Musical artist,m,1,Thomas Van Essen -,m,1,Thomas Watjen -,m,1,Thomas Weston -American swimmer,m,1,Thomas Wilkens -Painter,m,2,Thomas Wyman -Danish Politician,m,1,Thor Pedersen -American actress,f,1,Tia Mowry -Basketball player,m,1,Tiago Splitter -Chinese actor,m,1,Tian Liang -Chinese film director,m,1,Tian Zhuang Zhuang -American actress,f,1,Tiffany Limos -American professional golfer,m,23,Tiger Woods -American actor,m,4,Tim Allen -American actor,m,1,Tim Blake Nelson -American bounty hunter,m,2,Tim Chapman -American actor,m,3,Tim Conway -,m,1,Tim Curley -Actor,m,2,Tim Curry -American basketball player,m,4,Tim Duncan -American basketball coach,m,2,Tim Floyd -British tennis player,m,19,Tim Henman -Soccer player,m,1,Tim Howard -American composer,m,1,Tim Jones -German olympic athlete,m,1,Tim Lobinger -Brazilian journalist,m,1,Tim Lopes -American actor,m,1,Tim Matheson -,m,1,Tim Norbeck -Former Governor of Minnesota,m,1,Tim Pawlenty -American actor,m,5,Tim Robbins -Baseball player,m,1,Tim Salmon -American basketball coach,m,1,Tim Welsh -,m,1,Timbul Silaen -Farmer,m,1,Timothy Coughlin -American figure skater,m,1,Timothy Goebel -,m,1,Timothy McVeigh -Franchiser,m,1,Timothy Rigas -Former United States Senator,m,1,Timothy Wirth -American actress,f,1,Tina Andrews -Journalist,f,1,Tina Brown -,f,1,Tina Conner -American actress,f,1,Tina Fey -Tennis player,f,1,Tina Pisnik -American singer,f,1,Tina Sinatra -American professional baseball player,m,1,Tino Martinez -American actress,f,2,Tippi Hedren -Ethiopian athlete,f,1,Tirunesh Dibaba -American singer-songwriter,m,1,Toby Keith -,m,1,Tocker Pudwill -American film director,m,4,Todd Haynes -Canadian basketball player,m,1,Todd MacCulloch -,m,1,Todd Parrott -,m,1,Todd Petit -Australian tennis player,m,1,Todd Reid -American magician,m,1,Todd Robbins -,m,1,Todd Wike -Football player,m,1,Tom Amstutz -Football quarterback,m,2,Tom Brady -Sportscaster,m,1,Tom Brennan -,m,1,Tom Christerson -Football coach,m,1,Tom Coughlin -,m,2,Tom Coverdale -,m,4,Tom Craddick -Irish seaman,m,5,Tom Crean -American actor,m,10,Tom Cruise -,m,1,Tom Curley -Former United States Senator,m,25,Tom Daschle -Former United States Representative,m,1,Tom DeLay -Comedian,m,1,Tom Foy -Coach,m,1,Tom Gamboa -American professional baseball player,m,2,Tom Glavine -American actor,m,10,Tom Hanks -,m,1,Tom Hanusik -Former United States Senator,m,5,Tom Harkin -American basketball coach,m,1,Tom Izzo -Welsh singer,m,2,Tom Jones -Baseball manager,m,1,Tom Kelly -German politician,m,1,Tom Koenigs -Former United States Representative,m,1,Tom Lantos -U.S. Representative,m,1,Tom McClintock -Iowa Attorney General,m,1,Tom Miller -American Politician,m,1,Tom Moss -American actor,m,1,Tom OBrien -Former football player,m,1,Tom Osborne -American television actor,m,1,Tom Poston -American actor,m,3,Tom Reilly -Former United States Secretary of Homeland Security,m,33,Tom Ridge -Football punter,m,1,Tom Rouen -New Zealand sailor,m,1,Tom Schnackenberg -Australian rules footballer,m,1,Tom Scully -American film actor,m,1,Tom Sizemore -American comedian,m,1,Tom Smothers -American entrepreneur,m,1,Tom Tunney -Former United States Secretary of Agriculture,m,1,Tom Vilsack -American professional golfer,m,3,Tom Watson -Politician,m,1,Tom Welch -Racing driver,m,1,Tomas Enge -,m,1,Tomas Malik -American basketball coach,m,1,Tommy Amaker -General,m,16,Tommy Franks -American-German tennis player,m,6,Tommy Haas -Baseball manager,m,1,Tommy Lasorda -Football player,m,1,Tommy Lewis -Football quarterback,m,1,Tommy Maddox -Spanish tennis player,m,3,Tommy Robredo -American musical artist,m,1,Tommy Shane Steiner -Former Governor of Wisconsin,m,10,Tommy Thompson -Football coach,m,1,Tommy Tubberville -Japanese backstroke swimmer,f,2,Tomoko Hagiwara -Backstroke swimmer,m,1,Tomomi Morita -Country in Oceania,m,1,Tonga -American singer-songwriter,f,3,Toni Braxton -American Politician,f,1,Toni Jennings -Italian poet,m,1,Tonino Guerra -Chairman of the National Sports Committee of Indonesia,m,1,Tono Suratman -American singer,m,4,Tony Bennett -Former British Prime Minister,m,144,Tony Blair -Member of the Canadian House of Commons,m,1,Tony Clement -,m,1,Tony Cummo -American film actor,m,2,Tony Curtis -Actor,m,1,Tony Elias -Entrepreneur,m,1,Tony Fernandes -American professional baseball player,m,1,Tony LaRussa -Basketball player,m,2,Tony Parker -American actor,m,4,Tony Shalhoub -American race car driver,m,6,Tony Stewart -Tyler Boyd's mother,f,1,Tonya Payne -Japanese racing driver,m,1,Tora Takagi -American singer-songwriter,f,1,Tori Amos -Olympic athlete,f,2,Torri Edwards -Japanese professional golfer,m,1,Toshi Izawa -Japanese economist,m,3,Toshihiko Fukui -Japanese Politician,m,1,Toshimitsu Motegi -Coach,m,1,Toutai Kefu -American actress,f,2,Tracee Ellis Ross -,m,1,Tracee Treadwell -American basketball player,m,2,Tracy McGrady -Makeup artist,f,1,Tracy Wyle -Football wide receiver,m,1,Travis Rudolph -Former United States Senator,m,16,Trent Lott -British-Trinidadian journalist,m,1,Trevor McDonald -Author,m,1,Trevor Watson -,f,1,Trisha Meili -,f,1,Trista Rehn -Actor,m,1,Tristan Gretzky -Football quarterback,m,1,Troy Aikman -American film actor,m,1,Troy Garity -Basketball player,m,1,Troy Hudson -,m,1,Troy Jenkins -Football strong safety,m,1,Troy Polamalu -American basketball coach,f,1,Trudi Lacey -,m,2,Tsutomu Takebe -American basketball coach,m,3,Tubby Smith -Turkish soccer player,m,1,Tuncay Sanli -Former Chief Executive of Hong Kong,m,9,Tung Chee-hwa -Football coach,m,1,Turner Gill -Ice hockey player,m,1,Turner Stevenson -American lawyer,m,1,Ty Votaw -,f,1,Tyler Grillo -American bicycler,m,2,Tyler Hamilton -American television personality,f,2,Tyra Banks -,m,2,Tyron Garner -,m,1,Tyrone Medley -Israeli tennis player,f,1,Tzipora Obziler -,m,1,Uday Hussein -,m,1,Ulrich Kueperkoch -American actress,f,3,Uma Thurman -,m,1,Uri Lopolianski -Indian film actress,f,1,Urmila Matondkar -,m,1,Uthai Pimchaichon -Israeli professor,m,1,Uzi Even -Former Tourism minister of Israel,m,1,Uzi Landau -Airport in the Czech Republic,m,9,Vaclav Havel -Former President of the Czech Republic,m,2,Vaclav Klaus -Olympic athlete,m,1,Vadim Devyatovskiy -,m,1,Vadim Strogalev -Azerbaijani-Russian businessman,m,1,Vagit Alekperov -Commissioner of the Big East,f,1,Val Ackerman -Former President of Lithuania,m,2,Valdas Adamkus -Italian film actress,f,1,Valentina Cervi -Cosmonaut,f,1,Valentina Tereshkova -Italian motorcycle road racer,m,6,Valentino Rossi -Russian ice hockey player,m,1,Valeri Bure -American actress,f,2,Valerie Harper -,f,1,Valerie Thwaites -Former President of France,m,6,Valery Giscard dEstaing -,m,1,Valorie Brabazon -,m,1,Van Hilley -Italian-Spanish actress,f,4,Vanessa Incontrada -Kobe Bryant's wife,f,1,Vanessa Laine -Actress,f,5,Vanessa Redgrave -American singer,f,3,Vanessa Williams -,m,1,Vassilis Xiros -Turkish Politician,m,1,Vecdi Gonul -American tennis player,f,17,Venus Williams -American professional boxer,m,1,Vernon Forrest -American film actress,f,1,Veronica Lake -,f,1,Viara Vike-Freiberga -Mexican singer,m,5,Vicente Fernandez -Former President of Mexico,m,32,Vicente Fox -,m,1,Vicente Fox de la Concha -Actress,f,2,Vicki Zhao Wei -Canadian actor,m,1,Victor Garber -Romanian tennis player,m,1,Victor Hanescu -Canadian ice dancer,m,1,Victor Kraatz -Businesswoman,f,3,Victoria Beckham -American communications consultant,f,5,Victoria Clarke -Norwegian diplomat,m,2,Vidar Helgesen -Indian diplomat,m,1,Vijay Nambiar -Former President of Ukraine,m,1,Viktor Yushchenko -American actor,m,2,Vin Diesel -American basketball player,m,4,Vince Carter -Football coach,m,1,Vince Dooley -American singer-songwriter,m,2,Vince Gill -American actor,m,1,Vince Vaughan -,m,7,Vincent Brooks -Former Mayor of Providence,m,1,Vincent Cianci Jr -Actor,m,3,Vincent Gallo -Letter carrier,m,1,Vincent Sombrotto -Tennis player,m,1,Vincent Spadea -British actor,m,1,Vinnie Jones -American actress,f,1,Viola Davis -,f,1,Virgina Ruano Pascal -Mayor of Kiev,m,4,Vitali Klitschko -American actress,f,2,Vivica Fox -Russian-Soviet politician,m,1,Vladimir Golovlyov -Politician,m,1,Vladimir Meciar -Russian President,m,49,Vladimir Putin -Former Prime Minister of the Czech Republic,m,3,Vladimir Spidla -Russian Politician,m,1,Vladimir Ustinov -Belarusian tennis player,m,2,Vladimir Voltchkov -Political leader,m,3,Vladimiro Montesinos -Serbian Politician,m,7,Vojislav Kostunica -Former Deputy Prime Minister of Serbia,m,1,Vojislav Seselj -Ice hockey coach,m,1,Vyacheslav Fetisov -,m,1,Vytas Danelius -Film director,m,1,Walid Al-Awadi -,m,1,Wallace Capel -Basketball player,m,1,Wally Szczerbiak -American mixed martial artist,m,1,Walt Harris -American businessman,m,1,Walter Annenberg -Former Vice President of the United States,m,10,Walter Mondale -American screenwriter,m,1,Walter Woods -,m,1,Wan Yanhai -,f,1,Wanda Ilene Barzee -,f,1,Wanda de la Jesus -Singer-songwriter,m,1,Wang Fei -,f,1,Wang Hailan -,f,1,Wang Nan -Foreign Minister of the People's Republic of China,m,2,Wang Yi -Chinese diplomat,m,3,Wang Yingfan -Football player,m,1,Ward Cuff -American actor,m,2,Warren Beatty -American business magnate,m,3,Warren Buffett -Costa Rican soccer player,m,1,Warren Granados -Member of the Australian House of Representatives,m,1,Warren Truss -Former American senator,m,1,Wayne Allard -American actor,m,1,Wayne Brady -South African tennis player,m,5,Wayne Ferreira -Ice hockey player,m,4,Wayne Gretzky -American singer,m,1,Wayne Newton -Chinese autonomous region,f,1,Wei Wu -American scientist,m,1,Wen Ho Lee -Former Premier of the People's Republic of China,m,13,Wen Jiabao -Football player,m,1,Wendell Bryant -Actress,f,1,Wendy Kennedy -Businesswoman,f,1,Wendy Selig -Player,m,1,Werner Schlager -American film director,m,1,Wes Craven -Political figure,m,2,Wesley Clark -American actress,f,1,Whoopi Goldberg -,m,1,Wilbert Elki Meza Majino -,m,1,Wilbert Foy -Venezuelan soccer player,m,1,Wilfredo Moreno -American actor,m,1,Will Ferrell -,m,1,Will Ofenheusle -Novelist,m,1,Will Self -American actor,m,2,Will Smith -Singer-songwriter,m,1,Will Young -American law enforcement officer,m,3,William Bratton -American Politician,m,4,William Bulger -British engineer,m,2,William Burns -,m,1,William Cocksedge -Former U.S. Representative,m,1,William Delahunt -British satirist,m,7,William Donaldson -Automaker company,m,7,William Ford Jr -,m,1,William Genego -American professional boxer,m,1,William Harrison -Kathy Hochul's son,m,2,William Hochul -American actor,m,1,William Hurt -Chemist,m,1,William Hyde -Botanist,m,1,William Jackson -American professional boxer,m,1,William Joppy -American actor,m,5,William Macy -American singer-songwriter,m,2,William Martin -American architect,m,1,William McDonough -Publishing company,m,1,William Morrow -,m,1,William Murabito -Film director,m,1,William Nessen -,m,1,William Overlin -Former football player,m,1,William Perry -Judge,m,1,William Pryor Jr -,m,1,William Ragland -Former USA Associate Justice of the Supreme Court,m,2,William Rehnquist -American entrepreneur,m,1,William Rosenberg -Canadian actor,m,1,William Shatner -,m,1,William Swor -,m,1,William Umbach -American attorney,m,1,William Webster -American musician,m,1,Willie Nelson -American businessman,m,1,Willie Wilson -Baseball player,m,1,Willis Roberts -Donovan McNabb's mother,f,1,Wilma McNabb -Professional baseball player,m,1,Wilson Alvarez -,m,1,Wilton Gregory -Dutch politician,m,1,Wim Duisenberg -Burmese businessman,m,4,Win Aung -American actress,f,24,Winona Ryder -Former British Prime Minister,m,1,Winston Churchill -German film director,m,1,Wolfgang Becker -German Politician,m,1,Wolfgang Clement -Austrian Violinist,m,1,Wolfgang Schneiderhan -Austrian Politician,m,4,Wolfgang Schuessel -Austrian figure skater,m,1,Wolfgang Schwarz -,m,1,Woodrow Stanley -American director,m,5,Woody Allen -Chinese swimmer,m,1,Wu Peng -Former Vice Premier of the State Council of China,f,3,Wu Yi -Governor of the Boston Celtics,m,1,Wycliffe Grousbeck -Former President of East Timor,m,5,Xanana Gusmao -Belgian tennis player,m,5,Xavier Malisse -Economist,m,1,Xiang Huaicheng -Chinese track and field athlete,m,1,Xiang Liu -Entomologist,m,1,Xiang Xu -Ecuadorean physician,f,1,Ximena Bohorquez -Author,m,1,Yale Kamisar -Ukrainian swimmer,f,1,Yana Klochkova -Researcher,f,1,Yang Hee Kim -Human rights activist,m,1,Yang Jianli -Yu Shyi-kun's wife,f,1,Yang Pao-yu -Canadian author,m,2,Yann Martel -,m,1,Yannos Papantoniou -Chinese basketball player,m,8,Yao Ming -Turkish Politician,m,4,Yasar Yakis -,m,1,Yasein Taher -Former Minister of Finance of India,m,7,Yashwant Sinha -Former PLO Chairman,m,8,Yasser Arafat -Japanese diplomat,m,1,Yasushi Akashi -,m,1,Yasushi Chimura -Russian film actress,f,1,Yekaterina Guseva -Russian tennis player,m,4,Yevgeny Kafelnikov -,m,1,Yingfan Wang -Chinese former child actor,m,1,Yishan Zhang -Cuban athlete,m,1,Yoelbi Quesada -Baseball catcher,m,1,Yogi Berra -Japanese multimedia artist,f,6,Yoko Ono -American activist,f,1,Yolanda King -,m,1,Yoo Jay-Kun -South Korean tennis player,m,1,Yoon Jeong Cho -,m,1,Yoon Jin-Sik -,m,1,Yoon Won-Sik -South Korean Politician,m,1,Yoon Young-kwan -Japanese Politician,f,14,Yoriko Kawaguchi -Mexican professional boxer,m,1,Yory Boy Campas -Japanese professional baseball player,m,1,Yoshiyuki Kamei -Israeli Politician,m,2,Yossi Beilin -American Politician,f,1,Young Kim -Taiwanese Politician,m,4,Yu Shyi-kun -Kaoru Hasuike's wife,f,2,Yukiko Okudo -Former Prime Minister of Japan,m,1,Yukio Hatoyama -Executive Director of the UN Office on Drugs and Crime,m,2,Yuri Fedotov -Former Mayor of Moscow,m,1,Yuri Luzhkov -Cosmonaut,m,2,Yuri Malenchenko -Japanese professional golfer,m,1,Yusaku Miyazato -,m,1,Yusuf Misbac -Indian cricketer,m,1,Yuvraj Singh -Canadian diplomat,m,1,Yves Brodeur -American ice hockey player,m,1,Zach Parise -,m,1,Zach Pillar -,m,1,Zach Safrin -Former Prime Minister of Pakistan,m,2,Zafarullah Khan Jamali -King of Afghanistan,m,1,Zahir Shah -Indonesian legislator,m,1,Zaini Abdullah -Lawyer,f,1,Zakia Hakki -Diplomat,m,1,Zalmay Khalilzad -,f,1,Zara Akhmadova -,f,2,Zarai Toledo -,m,1,Zavad Zarif -,m,1,Zdravko Mucic -Basketball player,m,1,Zeljko Rebraca -,f,1,Zelma Novelo -Chinese Politician,m,1,Zeng Qinghong -,m,2,Zhang Wenkang -Chinese film director,m,1,Zhang Yimou -Chinese actress,f,4,Zhang Ziyi -Chinese scientist,m,1,Zhong Nanshan -Former Premier of the People's Republic of China,m,9,Zhu Rongji -Coach,m,3,Zico -Football coach,m,6,Zinedine Zidane -,m,1,Ziwang Xu -Television personality,f,1,Zoe Ball -Politician,m,4,Zoran Djindjic -Vojislav Koštunica's ex-wife,f,1,Zorica Radovic -Pakistani cricketer,m,1,Zulfiqar Ahmed -,f,1,Zumrati Juma -Painter,m,1,Zurab Tsereteli -Basketball center,m,1,Zydrunas Ilgauskas diff --git a/site/content/pages/datasets/vgg_face2/assets/lfw_synthetic.jpg b/site/content/pages/datasets/vgg_face2/assets/lfw_synthetic.jpg Binary files differdeleted file mode 100644 index c2a34043..00000000 --- a/site/content/pages/datasets/vgg_face2/assets/lfw_synthetic.jpg +++ /dev/null diff --git a/site/content/pages/datasets/vgg_face2/index.md b/site/content/pages/datasets/vgg_face2/index.md index 718b879b..d18d1c2e 100644 --- a/site/content/pages/datasets/vgg_face2/index.md +++ b/site/content/pages/datasets/vgg_face2/index.md @@ -3,31 +3,28 @@ status: draft title: VGG Face 2 Dataset desc: VGG Face 2 Dataset -slug: vgg_face2 +slug: brainwash published: 2019-2-23 updated: 2019-2-23 authors: Adam Harvey ------------ -# VGG Face 2 -+ Years: TBD -+ Images: TBD -+ Identities: TBD -+ Origin: TBD -+ Funding: IARPA +### sidebar +### end sidebar +## VGG Face 2 - +[ page under development ] -### Analysis - -- The VGG Face 2 dataset includes approximately 1,331 actresses, 139 presidents, 16 wives, 3 husbands, 2 snooker player, and 1 guru +{% include 'dashboard.html' %} +----- -### Names and descriptions +### (ignore) research notes +- The VGG Face 2 dataset includes approximately 1,331 actresses, 139 presidents, 16 wives, 3 husbands, 2 snooker player, and 1 guru - The original VGGF2 name list has been updated with the results returned from Google Knowledge - Names with a similarity score greater than 0.75 where automatically updated. Scores computed using `import difflib; seq = difflib.SequenceMatcher(a=a.lower(), b=b.lower()); score = seq.ratio()` - The 97 names with a score of 0.75 or lower were manually reviewed and includes name changes validating using Wikipedia.org results for names such as "Bruce Jenner" to "Caitlyn Jenner", spousal last-name changes, and discretionary changes to improve search results such as combining nicknames with full name when appropriate, for example changing "Aleksandar Petrović" to "Aleksandar 'Aco' Petrović" and minor changes such as "Mohammad Ali" to "Muhammad Ali" @@ -43,5 +40,4 @@ authors: Adam Harvey - find examples, citations, and screenshots of useage - find list of companies using it for table - create montages of the dataset, like LFW -- create right to removal information - +- create right to removal information
\ No newline at end of file diff --git a/site/content/pages/datasets/viper/index.md b/site/content/pages/datasets/viper/index.md index 6a21efda..a66f281a 100644 --- a/site/content/pages/datasets/viper/index.md +++ b/site/content/pages/datasets/viper/index.md @@ -15,27 +15,14 @@ authors: Adam Harvey ------------ ### sidebar - -+ Published: 2007 -+ Images: 1,264 -+ Persons: 632 -+ Created by: UC Santa Cruz +### end sidebar ## VIPeR Dataset -(PAGE UNDER DEVELOPMENT) +[ page under development ] *VIPeR (Viewpoint Invariant Pedestrian Recognition)* is a dataset of pedestrian images captured at University of California Santa Cruz in 2007. Accoriding to the reserachers 2 "cameras were placed in different locations in an academic setting and subjects were notified of the presence of cameras, but were not coached or instructed in any way." VIPeR is amongst the most widely used publicly available person re-identification datasets. In 2017 the VIPeR dataset was combined into a larger person re-identification created by the Chinese University of Hong Kong called PETA (PEdesTrian Attribute). - -{% include 'chart.html' %} - -{% include 'piechart.html' %} - -{% include 'map.html' %} - -{% include 'supplementary_header.html' %} - -{% include 'citations.html' %}
\ No newline at end of file +{% include 'dashboard.html' %}
\ No newline at end of file diff --git a/site/content/pages/datasets/youtube_celebrities/index.md b/site/content/pages/datasets/youtube_celebrities/index.md index a81974b5..6ce2a347 100644 --- a/site/content/pages/datasets/youtube_celebrities/index.md +++ b/site/content/pages/datasets/youtube_celebrities/index.md @@ -10,31 +10,24 @@ authors: Adam Harvey ------------ -# YouTube Celebrities -+ Years: TBD -+ Images: TBD -+ Identities: TBD -+ Origin: YouTube.com -+ Funded by: CIA, US Army +### sidebar +### end sidebar +## YouTube Celebrities -TODO +[ page under development ] +{% include 'dashboard.html' %} --------- +#### Notes... -RESEARCH below these lines - --------- - -> Selected dataset sequences: (a) MBGC, (b) CMU MoBo, (c) First +- Selected dataset sequences: (a) MBGC, (b) CMU MoBo, (c) First Honda/UCSD, and (d) YouTube Celebrities. -> This research is supported by the Central Intelligence Agency, the Biometrics +- This research is supported by the Central Intelligence Agency, the Biometrics Task Force and the Technical Support Working Group through US Army contract W91CRB-08-C-0093. The opinions, (cid:12)ndings, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily re(cid:13)ect the views of our sponsors. - - in "Face Recognition From Video Draft 17" - International Journal of Pattern Recognition and Artifcial Intelligence WorldScientific Publishing Company
\ No newline at end of file diff --git a/site/public/about/index.html b/site/public/about/index.html index c379ec43..64dded77 100644 --- a/site/public/about/index.html +++ b/site/public/about/index.html @@ -30,10 +30,8 @@ <section class="about-menu"> <ul> <li><a class="current" href="/about/">About</a></li> -<li><a href="/about/faq/">FAQs</a></li> <li><a href="/about/press/">Press</a></li> -<li><a href="/about/terms/">Terms</a></li> -<li><a href="/about/privacy/">Privacy</a></li> +<li><a href="/about/legal/">Legal / Privacy</a></li> </ul> </section><p>MegaPixels is an independent art and research project by Adam Harvey and Jules LaPlace investigating the ethics and individual privacy implications of publicly available face recognition datasets, and their role in industry and governmental expansion into biometric surveillance technologies.</p> <p>The MegaPixels site is made possible with support from <a href="http://mozilla.org">Mozilla</a></p> @@ -50,19 +48,19 @@ </p> <p><a href="https://asdf.us/">asdf.us</a></p> </div> -</div><p>MegaPixels.cc is an independent research project about publicly available face recognition datasets. This website is based, in part, on earlier installations and research projects about facial recognition datasets in 2016-2018, which focused particularly on the MegaFace dataset. Since then it has evolved into a large-scale survey of publicly-available face and person analysis datasets, covering their usage, geographies, and ethics.</p> -<p>An academic report and presentation on the findings is forthcoming. This site is published to make the research more accessible to a wider audience and to include visualizations and interactive features not possible in PDF publications. Continued research on MegaPixels is supported by a 1 year Researcher-in-Residence grant from Karlsruhe HfG.</p> +</div><p>MegaPixels.cc is a research project about publicly available face recognition datasets. This website is based, in part, on an <a href="https://ahprojects.com/megapixels-glassroom/">earlier installations</a> and research about facial recognition datasets. Since then it has evolved into a large-scale survey of publicly-available face and person analysis datasets. Initially this site was planned as a facial recognition tool to search the datasets. After building several prototypes using over 1 million face images from these datasets, it became clear that facial recognition was mereley a face similar search. The results were not accurate enough to align with goals of this website: to promote responsible use of data and expose existing and past ethical breaches.</p> +<p>An academic report and presentation on the findings of this project is forthcoming. Throughout 2019, this site will be updated with more datasets and research reports on the general themes of remote biometric analysis and media collected "in the wild". The continued research on MegaPixels is supported by a 1 year Researcher-in-Residence grant from Karlsruhe HfG (2019-2020).</p> <p>When possible, and once thoroughly verified, data generated for MegaPixels will be made available for download on <a href="https://github.com/adamhrv/megapixels">github.com/adamhrv/megapixels</a></p> </section><section><div class='columns columns-3'><div class='column'><h4>Team</h4> <ul> -<li>Adam Harvey: Concept, research, design, computer vision</li> -<li>Jules LaPlace: Information and systems architecture, data retrieval, web applications</li> +<li>Adam Harvey: Concept, research and analysis, design, computer vision</li> +<li>Jules LaPlace: Information and systems architecture, data management, web applications</li> </ul> </div><div class='column'><h4>Contributing Researchers</h4> <ul> -<li>Berit Gilma: Dataset statistics and discovery</li> -<li>Beth (aka Ms. Celeb): Dataset usage verification and research</li> -<li>Mathana Stender: Commercial usage verification and research on LFW</li> +<li>Berit Gilma: Dataset statistics</li> +<li>Beth (aka Ms. Celeb): Dataset usage verification</li> +<li>Mathana Stender: Commercial usage verification</li> </ul> </div><div class='column'><h4>Code and Libraries</h4> <ul> @@ -79,11 +77,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/about/legal/index.html b/site/public/about/legal/index.html index 4e84a601..4af4ba05 100644 --- a/site/public/about/legal/index.html +++ b/site/public/about/legal/index.html @@ -30,10 +30,8 @@ <section class="about-menu"> <ul> <li><a href="/about/">About</a></li> -<li><a href="/about/faq/">FAQs</a></li> <li><a href="/about/press/">Press</a></li> -<li><a href="/about/terms/">Terms</a></li> -<li><a class="current" href="/about/privacy/">Privacy</a></li> +<li><a class="current" href="/about/legal/">Legal / Privacy</a></li> </ul> </section><p>MegaPixels.cc Terms and Privacy</p> <p>MegaPixels is an independent art and research project about the origins and ethics of publicly available face analysis image datasets. By accessing MegaPixels (the <em>Service</em> or <em>Services</em>) you agree to the terms and conditions set forth below.</p> @@ -72,11 +70,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/about/press/index.html b/site/public/about/press/index.html index 610fda6e..3e5a5f8e 100644 --- a/site/public/about/press/index.html +++ b/site/public/about/press/index.html @@ -30,13 +30,10 @@ <section class="about-menu"> <ul> <li><a href="/about/">About</a></li> -<li><a href="/about/faq/">FAQs</a></li> <li><a class="current" href="/about/press/">Press</a></li> -<li><a href="/about/terms/">Terms</a></li> -<li><a href="/about/privacy/">Privacy</a></li> +<li><a href="/about/legal/">Legal / Privacy</a></li> </ul> -</section><p>(TEMPORARY PAGE)</p> -<ul> +</section><ul> <li>Aug 22, 2018: "Transgender YouTubers had their videos grabbed to train facial recognition software" by James Vincent <a href="https://www.theverge.com/2017/8/22/16180080/transgender-youtubers-ai-facial-recognition-dataset">https://www.theverge.com/2017/8/22/16180080/transgender-youtubers-ai-facial-recognition-dataset</a></li> </ul> </section> @@ -45,11 +42,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/about/privacy/index.html b/site/public/about/privacy/index.html deleted file mode 100644 index 6e760cf7..00000000 --- a/site/public/about/privacy/index.html +++ /dev/null @@ -1,67 +0,0 @@ -<!doctype html> -<html> -<head> - <title>MegaPixels</title> - <meta charset="utf-8" /> - <meta name="author" content="Adam Harvey" /> - <meta name="description" content="MegaPixels Privacy Policy" /> - <meta name="referrer" content="no-referrer" /> - <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes" /> - <link rel='stylesheet' href='/assets/css/fonts.css' /> - <link rel='stylesheet' href='/assets/css/tabulator.css' /> - <link rel='stylesheet' href='/assets/css/css.css' /> - <link rel='stylesheet' href='/assets/css/leaflet.css' /> - <link rel='stylesheet' href='/assets/css/applets.css' /> -</head> -<body> - <header> - <a class='slogan' href="/"> - <div class='logo'></div> - <div class='site_name'>MegaPixels</div> - </a> - <div class='links'> - <a href="/datasets/">Datasets</a> - <a href="/about/">About</a> - </div> - </header> - <div class="content content-about"> - - <section><h1>Privacy Policy</h1> -<section class="about-menu"> -<ul> -<li><a href="/about/">About</a></li> -<li><a href="/about/faq/">FAQs</a></li> -<li><a href="/about/press/">Press</a></li> -<li><a href="/about/terms/">Terms</a></li> -<li><a class="current" href="/about/privacy/">Privacy</a></li> -</ul> -</section><p>MegaPixels.cc Terms and Privacy</p> -<p>MegaPixels is an independent art and research project about the origins and ethics of publicly available face analysis image datasets. By accessing this site you agree to the terms and conditions set forth below.</p> -<h2>Privacy</h2> -<p>The MegaPixels site has been designed to minimize the amount of network requests to 3rd party services and therefore prioritize the privacy of the viewer by only loading local dependencies. Additionaly, this site does not use any anaytics programs to monitor site viewers. In fact, the only data collected are the necessary server logs that used only for preventing misuse, which are deleteted at regular short-term intervals.</p> -<h2>3rd Party Services</h2> -<p>In order to provide certain features of the site, some 3rd party services are needed. Currently, the MegaPixels.cc site uses two 3rd party services: (1) Leaflet.js for the interactive map and (2 Digital Ocean Spaces as a condent delivery network. Both services encrypt your requests to their server using HTTPS and neither service requires storing any cookies or authentication. However, both services will store files in your web browser's local cache (local storage) to improve loading performance. None of these local storage files are using for analytics, cookie-like technologies, tracking, or any similar purpose.</p> -<h3>Links To Other Web Sites</h3> -<p>The MegaPixels.cc contains many links to 3rd party websites, especically in the list of citations that are provided for each dataset. This website has no control over and assumes no responsibility for, the content, privacy policies, or practices of any third party web sites or services. 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\ No newline at end of file diff --git a/site/public/datasets/50_people_one_question/index.html b/site/public/datasets/50_people_one_question/index.html index 796af8d6..b27fa3e5 100644 --- a/site/public/datasets/50_people_one_question/index.html +++ b/site/public/datasets/50_people_one_question/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - <div class='splash'>50 People One Question</div> + <div class='splash'>50 People One Question Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -39,32 +39,39 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://www.vision.caltech.edu/~dhall/projects/MergingPoseEstimates/' target='_blank' rel='nofollow noopener'>caltech.edu</a></div> - </div><div class='meta'><div><div class='gray'>Collected</div><div>TBD</div></div><div><div class='gray'>Published</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Faces</div><div>TBD</div></div></div></div><h2>50 People 1 Question</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> -<p>At vero eos et accusamus et iusto odio dignissimos ducimus, qui blanditiis praesentium voluptatum deleniti atque corrupti, quos dolores et quas molestias excepturi sint, obcaecati cupiditate non-provident, similique sunt in culpa, qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio.</p> -<p>Nam libero tempore, cum soluta nobis est eligendi optio, cumque nihil impedit, quo minus id, quod maxime placeat, facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet, ut et voluptates repudiandae sint et molestiae non-recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat</p> + </div></div><h2>50 People 1 Question</h2> +<p>[ page under development ]</p> </section><section> + <h3>Who used 50 People One Question Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how 50 People One Question Dataset has been used around the world for commercial, military and academic research; publicly available research citing 50 People One Question is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how 50 People One Question Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing 50 People One Question was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -72,25 +79,12 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] 50 People One Question Dataset ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - <h3>Supplementary Information</h3> - -</section><section class="applet_container"> +<section class="applet_container"> <h3>Dataset Citations</h3> <p> @@ -104,11 +98,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/afad/index.html b/site/public/datasets/afad/index.html index ac025a80..67a4e981 100644 --- a/site/public/datasets/afad/index.html +++ b/site/public/datasets/afad/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - <div class='splash'>AFAD</div> + <div class='splash'>Asian Face Age Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -26,8 +26,75 @@ </header> <div class="content content-"> - <section><h1>Asian Face Age Dataset</h1> -</section><section><div class='meta'><div><div class='gray'>Years</div><div>2016?</div></div><div><div class='gray'>Images</div><div>164,432</div></div><div><div class='gray'>Identities</div><div>4,362</div></div><div><div class='gray'>Origin</div><div>RenRen</div></div></div><section><section><h2>Research</h2> + <section><div class='left-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2017</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>164,432 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>age estimation on Asian Faces</div> + </div><div class='meta'> + <div class='gray'>Funded by</div> + <div>NSFC, the Fundamental Research Funds for the Central Universities, the Program for Changjiang Scholars and Innovative Research Team in University of China, the Shaanxi Innovative Research Team for Key Science and Technology, and China Postdoctoral Science Foundation</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='https://afad-dataset.github.io/' target='_blank' rel='nofollow noopener'>github.io</a></div> + </div></div><h2>Asian Face Age Dataset</h2> +<p>[ page under development ]</p> +</section><section> + <h3>Who used Asian Face Age Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how Asian Face Age Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing The Asian Face Age Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section><h2>(ignore) research notes</h2> <blockquote><p>The Asian Face Age Dataset (AFAD) is a new dataset proposed for evaluating the performance of age estimation, which contains more than 160K facial images and the corresponding age and gender labels. This dataset is oriented to age estimation on Asian faces, so all the facial images are for Asian faces. It is noted that the AFAD is the biggest dataset for age estimation to date. It is well suited to evaluate how deep learning methods can be adopted for age estimation. Motivation</p> <p>For age estimation, there are several public datasets for evaluating the performance of a specific algorithm, such as FG-NET [1] (1002 face images), MORPH I (1690 face images), and MORPH II[2] (55,608 face images). Among them, the MORPH II is the biggest public dataset to date. On the other hand, as we know it is necessary to collect a large scale dataset to train a deep Convolutional Neural Network. Therefore, the MORPH II dataset is extensively used to evaluate how deep learning methods can be adopted for age estimation [3][4].</p> @@ -44,11 +111,10 @@ Motivation</p> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/aflw/index.html b/site/public/datasets/aflw/index.html index 476f390c..81fb7335 100644 --- a/site/public/datasets/aflw/index.html +++ b/site/public/datasets/aflw/index.html @@ -37,11 +37,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/brainwash/index.html b/site/public/datasets/brainwash/index.html index ec5ee434..02bb18d4 100644 --- a/site/public/datasets/brainwash/index.html +++ b/site/public/datasets/brainwash/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - <div class='splash'>Brainwash</div> + <div class='splash'>Brainwash Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -49,10 +49,10 @@ <div class='gray'>Website</div> <div><a href='https://purl.stanford.edu/sx925dc9385' target='_blank' rel='nofollow noopener'>stanford.edu</a></div> </div></div><h2>Brainwash Dataset</h2> -<p><em>Brainwash</em> is a head detection dataset created from San Francisco's Brainwash Cafe livecam footage. It includes 11,918 images of "everyday life of a busy downtown cafe"<a class="footnote_shim" name="[^readme]_1"> </a><a href="#[^readme]" class="footnote" title="Footnote 1">1</a> captured at 100 second intervals throught the entire day. Brainwash dataset was captured during 3 days in 2014: October 27, November 13, and November 24. According the author's reserach paper introducing the dataset, the images were acquired with the help of Angelcam.com [cite orig paper].</p> -<p>Brainwash is not a widely used dataset but since its publication by Stanford University in 2015, it has notably appeared in several research papers from the National University of Defense Technology in Changsha, China. In 2016 and in 2017 researchers there conducted studies on detecting people's heads in crowded scenes for the purpose of surveillance <a class="footnote_shim" name="[^localized_region_context]_1"> </a><a href="#[^localized_region_context]" class="footnote" title="Footnote 2">2</a> <a class="footnote_shim" name="[^replacement_algorithm]_1"> </a><a href="#[^replacement_algorithm]" class="footnote" title="Footnote 3">3</a>.</p> -<p>If you happen to have been at Brainwash cafe in San Franscisco at any time on October 26, November 13, or November 24 in 2014 you are most likely included in the Brainwash dataset.</p> -</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/brainwash/assets/brainwash_mean_overlay.jpg' alt=' The pixel-averaged image of all Brainwash dataset images is shown with 81,973 head annotations drawn from the Brainwash training partition. (c) Adam Harvey'><div class='caption'> The pixel-averaged image of all Brainwash dataset images is shown with 81,973 head annotations drawn from the Brainwash training partition. (c) Adam Harvey</div></div></section><section> +<p><em>Brainwash</em> is a head detection dataset created from San Francisco's Brainwash Cafe livecam footage. It includes 11,918 images of "everyday life of a busy downtown cafe"<a class="footnote_shim" name="[^readme]_1"> </a><a href="#[^readme]" class="footnote" title="Footnote 1">1</a> captured at 100 second intervals throught the entire day. Brainwash dataset was captured during 3 days in 2014: October 27, November 13, and November 24. According the author's reserach paper introducing the dataset, the images were acquired with the help of Angelcam.com.<a class="footnote_shim" name="[^end_to_end]_1"> </a><a href="#[^end_to_end]" class="footnote" title="Footnote 2">2</a></p> +<p>Brainwash is not a widely used dataset but since its publication by Stanford University in 2015, it has notably appeared in several research papers from the National University of Defense Technology in Changsha, China. In 2016 and in 2017 researchers there conducted studies on detecting people's heads in crowded scenes for the purpose of surveillance. <a class="footnote_shim" name="[^localized_region_context]_1"> </a><a href="#[^localized_region_context]" class="footnote" title="Footnote 3">3</a> <a class="footnote_shim" name="[^replacement_algorithm]_1"> </a><a href="#[^replacement_algorithm]" class="footnote" title="Footnote 4">4</a></p> +<p>If you happen to have been at Brainwash cafe in San Francisco at any time on October 26, November 13, or November 24 in 2014 you are most likely included in the Brainwash dataset and have unwittingly contributed to surveillance research.</p> +</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/brainwash/assets/brainwash_mean_overlay.jpg' alt=' A visualization of 81,973 head annotations from the Brainwash dataset training partition. (c) Adam Harvey'><div class='caption'> A visualization of 81,973 head annotations from the Brainwash dataset training partition. (c) Adam Harvey</div></div></section><section> <h3>Who used Brainwash Dataset?</h3> <p> @@ -65,30 +65,24 @@ <!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> </div> --> <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> +</section> + +<section class="applet_container"> <div class="applet" data-payload="{"command": "piechart"}"></div> -</section><section> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how Brainwash Dataset has been used around the world for commercial, military and academic research; publicly available research citing Brainwash Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how Brainwash Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Brainwash Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -96,16 +90,12 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] Brainwash Dataset ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section class="applet_container"> + +<section class="applet_container"> <h3>Dataset Citations</h3> <p> @@ -120,20 +110,17 @@ <div class="hr-wave-line hr-wave-line2"></div> </div> - <h3>Supplementary Information</h3> + <h2>Supplementary Information</h2> -</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/brainwash/assets/00425000_960.jpg' alt=' An sample image from the Brainwash dataset used for training face and head detection algorithms for surveillance. The datset contains about 12,000 images. License: Open Data Commons Public Domain Dedication (PDDL)'><div class='caption'> An sample image from the Brainwash dataset used for training face and head detection algorithms for surveillance. The datset contains about 12,000 images. License: Open Data Commons Public Domain Dedication (PDDL)</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/brainwash/assets/brainwash_montage.jpg' alt=' 49 of the 11,918 images included in the Brainwash dataset. License: Open Data Commons Public Domain Dedication (PDDL)'><div class='caption'> 49 of the 11,918 images included in the Brainwash dataset. License: Open Data Commons Public Domain Dedication (PDDL)</div></div></section><section><h4>Additional Resources</h4> -<ul> -<li>The dataset author spoke about his research at the CVPR conference in 2016 <a href="https://www.youtube.com/watch?v=Nl2fBKxwusQ">https://www.youtube.com/watch?v=Nl2fBKxwusQ</a></li> -</ul> -<p>TODO</p> +</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/brainwash/assets/00425000_960.jpg' alt=' An sample image from the Brainwash dataset used for training face and head detection algorithms for surveillance. The datset contains about 12,000 images. License: Open Data Commons Public Domain Dedication (PDDL)'><div class='caption'> An sample image from the Brainwash dataset used for training face and head detection algorithms for surveillance. The datset contains about 12,000 images. License: Open Data Commons Public Domain Dedication (PDDL)</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/brainwash/assets/brainwash_montage.jpg' alt=' 49 of the 11,918 images included in the Brainwash dataset. License: Open Data Commons Public Domain Dedication (PDDL)'><div class='caption'> 49 of the 11,918 images included in the Brainwash dataset. License: Open Data Commons Public Domain Dedication (PDDL)</div></div></section><section><p>TODO</p> <ul> +<li>include the images referenced in the chinese defence papers?</li> +<li>change supp images to 2x2 grid with bboxes</li> <li>add bounding boxes to the header image</li> <li>remake montage with randomized images, with bboxes</li> -<li>clean up intro text</li> -<li>verify quote citations</li> </ul> </section><section><ul class="footnotes"><li><a name="[^readme]" class="footnote_shim"></a><span class="backlinks"><a href="#[^readme]_1">a</a></span><p>"readme.txt" <a href="https://exhibits.stanford.edu/data/catalog/sx925dc9385">https://exhibits.stanford.edu/data/catalog/sx925dc9385</a>.</p> +</li><li><a name="[^end_to_end]" class="footnote_shim"></a><span class="backlinks"><a href="#[^end_to_end]_1">a</a></span><p>Stewart, Russel. Andriluka, Mykhaylo. "End-to-end people detection in crowded scenes". 2016.</p> </li><li><a name="[^localized_region_context]" class="footnote_shim"></a><span class="backlinks"><a href="#[^localized_region_context]_1">a</a></span><p>Li, Y. and Dou, Y. and Liu, X. and Li, T. Localized Region Context and Object Feature Fusion for People Head Detection. ICIP16 Proceedings. 2016. Pages 594-598.</p> </li><li><a name="[^replacement_algorithm]" class="footnote_shim"></a><span class="backlinks"><a href="#[^replacement_algorithm]_1">a</a></span><p>Zhao. X, Wang Y, Dou, Y. A Replacement Algorithm of Non-Maximum Suppression Base on Graph Clustering.</p> </li></ul></section> @@ -142,11 +129,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/caltech_10k/index.html b/site/public/datasets/caltech_10k/index.html index 9aa0b2c3..10925b09 100644 --- a/site/public/datasets/caltech_10k/index.html +++ b/site/public/datasets/caltech_10k/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - + <div class='splash'>Brainwash Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -26,18 +26,92 @@ </header> <div class="content content-"> - <section><h1>Caltech 10K Faces Dataset</h1> -</section><section><div class='meta'><div><div class='gray'>Years</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Identities</div><div>TBD</div></div><div><div class='gray'>Origin</div><div>Google Search</div></div><div><div class='gray'>Funding</div><div>TBD</div></div></div><section> + <section><div class='left-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2015</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>11,917 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>Head detection</div> + </div><div class='meta'> + <div class='gray'>Created by</div> + <div>Stanford University (US), Max Planck Institute for Informatics (DE)</div> + </div><div class='meta'> + <div class='gray'>Funded by</div> + <div>Max Planck Center for Visual Computing and Communication</div> + </div><div class='meta'> + <div class='gray'>Download Size</div> + <div>4.1 GB</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='https://purl.stanford.edu/sx925dc9385' target='_blank' rel='nofollow noopener'>stanford.edu</a></div> + </div></div><h2>Caltech 10K Faces Dataset</h2> +<p>[ page under development ]</p> +</section><section> + <h3>Who used Brainwash Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how Brainwash Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Brainwash Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section><h3>(ignore) research notes</h3> +<p>The dataset contains images of people collected from the web by typing common given names into Google Image Search. The coordinates of the eyes, the nose and the center of the mouth for each frontal face are provided in a ground truth file. This information can be used to align and crop the human faces or as a ground truth for a face detection algorithm. The dataset has 10,524 human faces of various resolutions and in different settings, e.g. portrait images, groups of people, etc. Profile faces or very low resolution faces are not labeled.</p> +</section> </div> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/celeba/index.html b/site/public/datasets/celeba/index.html index 26a43803..3b9883dc 100644 --- a/site/public/datasets/celeba/index.html +++ b/site/public/datasets/celeba/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - <div class='splash'>CelebA</div> + <div class='splash'>CelebA Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -45,32 +45,39 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html' target='_blank' rel='nofollow noopener'>edu.hk</a></div> - </div><div class='meta'><div><div class='gray'>Collected</div><div>TBD</div></div><div><div class='gray'>Published</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Faces</div><div>TBD</div></div></div></div><h2>CelebA</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> -<p>At vero eos et accusamus et iusto odio dignissimos ducimus, qui blanditiis praesentium voluptatum deleniti atque corrupti, quos dolores et quas molestias excepturi sint, obcaecati cupiditate non-provident, similique sunt in culpa, qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio.</p> -<p>Nam libero tempore, cum soluta nobis est eligendi optio, cumque nihil impedit, quo minus id, quod maxime placeat, facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet, ut et voluptates repudiandae sint et molestiae non-recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat</p> + </div></div><h2>CelebA Dataset</h2> +<p>[ PAGE UNDER DEVELOPMENT ]</p> </section><section> + <h3>Who used CelebA Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how CelebA Dataset has been used around the world for commercial, military and academic research; publicly available research citing Large-scale CelebFaces Attributes Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how CelebA Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Large-scale CelebFaces Attributes Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -78,25 +85,12 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] CelebA Dataset ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - <h3>Supplementary Information</h3> - -</section><section class="applet_container"> +<section class="applet_container"> <h3>Dataset Citations</h3> <p> @@ -116,11 +110,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/cofw/index.html b/site/public/datasets/cofw/index.html index 8925d4b8..72f222c9 100644 --- a/site/public/datasets/cofw/index.html +++ b/site/public/datasets/cofw/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - <div class='splash'>COFW</div> + <div class='splash'>COFW Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -38,10 +38,61 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://www.vision.caltech.edu/xpburgos/ICCV13/' target='_blank' rel='nofollow noopener'>caltech.edu</a></div> - </div><div class='meta'><div><div class='gray'>Years</div><div>1993-1996</div></div><div><div class='gray'>Images</div><div>14,126</div></div><div><div class='gray'>Identities</div><div>1,199 </div></div><div><div class='gray'>Origin</div><div>Web Searches</div></div><div><div class='gray'>Funded by</div><div>ODNI, IARPA, Microsoft</div></div></div></div><h2>Caltech Occluded Faces in the Wild</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> -<p>COFW is "is designed to benchmark face landmark algorithms in realistic conditions, which include heavy occlusions and large shape variations" [Robust face landmark estimation under occlusion].</p> -<p>RESEARCH below this line</p> + </div></div><h2>Caltech Occluded Faces in the Wild</h2> +<p>[ PAGE UNDER DEVELOPMENT ]</p> +</section><section> + <h3>Who used COFW Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how COFW Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Caltech Occluded Faces in the Wild was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section><h3>(ignore) research notes</h3> +</section><section><div class='meta'><div><div class='gray'>Years</div><div>1993-1996</div></div><div><div class='gray'>Images</div><div>14,126</div></div><div><div class='gray'>Identities</div><div>1,199 </div></div><div><div class='gray'>Origin</div><div>Web Searches</div></div><div><div class='gray'>Funded by</div><div>ODNI, IARPA, Microsoft</div></div></div><section><section><p>COFW is "is designed to benchmark face landmark algorithms in realistic conditions, which include heavy occlusions and large shape variations" [Robust face landmark estimation under occlusion].</p> <blockquote><p>We asked four people with different levels of computer vision knowledge to each collect 250 faces representative of typical real-world images, with the clear goal of challenging computer vision methods. The result is 1,007 images of faces obtained from a variety of sources.</p> </blockquote> @@ -56,25 +107,15 @@ To increase the number of training images, and since COFW has the exact same la </section><section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how COFW Dataset has been used around the world for commercial, military and academic research; publicly available research citing Caltech Occluded Faces in the Wild is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how COFW Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Caltech Occluded Faces in the Wild was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the location markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -82,23 +123,16 @@ To increase the number of training images, and since COFW has the exact same la <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> -</div> - -<!-- <section> - <p class='subp'> - [section under development] COFW Dataset ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div><section> <div class="hr-wave-holder"> <div class="hr-wave-line hr-wave-line1"></div> <div class="hr-wave-line hr-wave-line2"></div> </div> - <h3>Supplementary Information</h3> + <h2>Supplementary Information</h2> </section><section class="applet_container"> @@ -129,11 +163,10 @@ To increase the number of training images, and since COFW has the exact same la <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/duke_mtmc/index.html b/site/public/datasets/duke_mtmc/index.html index 37de48ad..62e5d836 100644 --- a/site/public/datasets/duke_mtmc/index.html +++ b/site/public/datasets/duke_mtmc/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - <div class='splash'>Duke MTMC</div> + <div class='splash'>Duke MTMC Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -45,35 +45,41 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://vision.cs.duke.edu/DukeMTMC/' target='_blank' rel='nofollow noopener'>duke.edu</a></div> - </div><div class='meta'><div><div class='gray'>Created</div><div>2014</div></div><div><div class='gray'>Identities</div><div>Over 2,700</div></div><div><div class='gray'>Used for</div><div>Face recognition, person re-identification</div></div><div><div class='gray'>Created by</div><div>Computer Science Department, Duke University, Durham, US</div></div><div><div class='gray'>Website</div><div><a href="http://vision.cs.duke.edu/DukeMTMC/">duke.edu</a></div></div></div></div><h2>Duke Multi-Target, Multi-Camera Tracking Dataset (Duke MTMC)</h2> -<p>[ PAGE UNDER DEVELOPMENT ]</p> -<p>Duke MTMC is a dataset of video recorded on Duke University campus during for the purpose of training, evaluating, and improving <em>multi-target multi-camera tracking</em>. The videos were recorded during February and March 2014 and cinclude</p> -<p>Includes a total of 888.8 minutes of video (ind. verified)</p> -<p>"We make available a new data set that has more than 2 million frames and more than 2,700 identities. It consists of 8×85 minutes of 1080p video recorded at 60 frames per second from 8 static cameras deployed on the Duke University campus during periods between lectures, when pedestrian traffic is heavy."</p> -<p>The dataset includes approximately 2,000 annotated identities appearing in 85 hours of video from 8 cameras located throughout Duke University's campus.</p> -</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_cam5_average_comp.jpg' alt=' Duke MTMC pixel-averaged image of camera #5 is shown with the bounding boxes for each student drawn in white. (c) Adam Harvey'><div class='caption'> Duke MTMC pixel-averaged image of camera #5 is shown with the bounding boxes for each student drawn in white. (c) Adam Harvey</div></div></section><section><p>According to the dataset authors,</p> + </div></div><h2>Duke MTMC</h2> +<p>[ page under development ]</p> +<p>The Duke Multi-Target, Multi-Camera Tracking Dataset (MTMC) is a dataset of video recorded on Duke University campus during for the purpose of training, evaluating, and improving <em>multi-target multi-camera tracking</em> for surveillance. The dataset includes over 14 hours of 1080p video from 8 cameras positioned around Duke's campus during February and March 2014. Over 2,700 unique people are included in the dataset, which has become of the most widely used person re-identification image datasets.</p> +<p>The 8 cameras deployed on Duke's campus were specifically setup to capture students "during periods between lectures, when pedestrian traffic is heavy".</p> </section><section> + <h3>Who used Duke MTMC Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how Duke MTMC Dataset has been used around the world for commercial, military and academic research; publicly available research citing Duke Multi-Target, Multi-Camera Tracking Project is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how Duke MTMC Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Duke Multi-Target, Multi-Camera Tracking Project was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -81,30 +87,19 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] Duke MTMC Dataset ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - <h3>Who used Duke MTMC Dataset?</h3> +<section class="applet_container"> + + <h3>Dataset Citations</h3> <p> - This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. </p> - - </section> -<section class="applet_container"> -<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> -</div> --> - <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> - <div class="applet" data-payload="{"command": "piechart"}"></div> + <div class="applet" data-payload="{"command": "citations"}"></div> </section><section> <div class="hr-wave-holder"> @@ -112,93 +107,29 @@ <div class="hr-wave-line hr-wave-line2"></div> </div> - <h3>Supplementary Information</h3> + <h2>Supplementary Information</h2> -</section><section class="applet_container"> - - <h3>Dataset Citations</h3> - <p> - The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. - </p> - - <div class="applet" data-payload="{"command": "citations"}"></div> -</section><section><h2>Research Notes</h2> +</section><section><h4>Data Visualizations</h4> +</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_cam5_average_comp.jpg' alt=' Duke MTMC pixel-averaged image of camera #5 is shown with the bounding boxes for each student drawn in white. (c) Adam Harvey'><div class='caption'> Duke MTMC pixel-averaged image of camera #5 is shown with the bounding boxes for each student drawn in white. (c) Adam Harvey</div></div></section><section><h3>TODO</h3> <ul> -<li>"We make available a new data set that has more than 2 million frames and more than 2,700 identities. It consists of 8×85 minutes of 1080p video recorded at 60 frames per second from 8 static cameras deployed on the Duke University campus during periods between lectures, when pedestrian traffic is heavy." - 27a2fad58dd8727e280f97036e0d2bc55ef5424c</li> -<li>"This work was supported in part by the EPSRC Programme Grant (FACER2VM) EP/N007743/1, EPSRC/dstl/MURI project EP/R018456/1, the National Natural Science Foundation of China (61373055, 61672265, 61602390, 61532009, 61571313), Chinese Ministry of Education (Z2015101), Science and Technology Department of Sichuan Province (2017RZ0009 and 2017FZ0029), Education Department of Sichuan Province (15ZB0130), the Open Research Fund from Province Key Laboratory of Xihua University (szjj2015-056) and the NVIDIA GPU Grant Program." - ec9c20ed6cce15e9b63ac96bb5a6d55e69661e0b</li> -<li>"DukeMTMC aims to accelerate advances in multi-target multi-camera tracking. It provides a tracking system that works within and across cameras, a new large scale HD video data set recorded by 8 synchronized cameras with more than 7,000 single camera trajectories and over 2,000 unique identities, and a new performance evaluation method that measures how often a system is correct about who is where"</li> -<li><p>DukeMTMC is a new, manually annotated, calibrated, multi-camera data set recorded outdoors on the Duke University campus with 8 synchronized cameras. It consists of:</p> -<p>8 static cameras x 85 minutes of 1080p 60 fps video - More than 2,000,000 manually annotated frames - More than 2,000 identities - Manual annotation by 5 people over 1 year - More identities than all existing MTMC datasets combined - Unconstrained paths, diverse appearance</p> -</li> -<li>DukeMTMC Project -Ergys Ristani Ergys Ristani Ergys Ristani Ergys Ristani Ergys Ristani</li> +<li>change to heatmap overlay of each location</li> +<li>make fancy viz of foot trails with bbox and blurred persons</li> +<li>expand story</li> +<li>add google street view images of each camera location?</li> +<li>add actual head detections to header image with faces blurred</li> +<li>add 4 diverse example images with faces blurred</li> +<li>add map location of the brainwash cafe</li> </ul> -<p>People involved: -Ergys Ristani, Francesco Solera, Roger S. Zou, Rita Cucchiara, Carlo Tomasi.</p> -<p>Navigation:</p> -<p>Data Set - Downloads - Downloads - Dataset Extensions - Performance Measures - Tracking Systems - Publications - How to Cite - Contact</p> -<p>Welcome to the Duke Multi-Target, Multi-Camera Tracking Project.</p> -<p>DukeMTMC aims to accelerate advances in multi-target multi-camera tracking. It provides a tracking system that works within and across cameras, a new large scale HD video data set recorded by 8 synchronized cameras with more than 7,000 single camera trajectories and over 2,000 unique identities, and a new performance evaluation method that measures how often a system is correct about who is where. -DukeMTMC Data Set -Snapshot from the DukeMTMC data set.</p> -<p>DukeMTMC is a new, manually annotated, calibrated, multi-camera data set recorded outdoors on the Duke University campus with 8 synchronized cameras. It consists of:</p> -<p>8 static cameras x 85 minutes of 1080p 60 fps video - More than 2,000,000 manually annotated frames - More than 2,000 identities - Manual annotation by 5 people over 1 year - More identities than all existing MTMC datasets combined - Unconstrained paths, diverse appearance</p> -<p>News</p> -<p>05 Feb 2019 We are organizing the 2nd Workshop on MTMCT and ReID at CVPR 2019 - 25 Jul 2018: The code for DeepCC is available on github - 28 Feb 2018: OpenPose detections now available for download - 19 Feb 2018: Our DeepCC tracker has been accepted to CVPR 2018 - 04 Oct 2017: A new blog post describes ID measures of performance - 26 Jul 2017: Slides from the BMTT 2017 workshop are now available - 09 Dec 2016: DukeMTMC is now hosted on MOTChallenge</p> -<p>DukeMTMC Downloads</p> -<p>DukeMTMC dataset (tracking)</p> -<p>Dataset Extensions</p> -<p>Below is a list of dataset extensions provided by the community:</p> -<p>DukeMTMC-VideoReID (download) - DukeMTMC-reID (download) - DukeMTMC4REID - DukeMTMC-attribute</p> -<p>If you use or extend DukeMTMC, please refer to the license terms. -DukeMTMCT Benchmark</p> -<p>DukeMTMCT is a tracking benchmark hosted on motchallenge.net. Click here for the up-to-date rankings. Here you will find the official motchallenge-devkit used for evaluation by MOTChallenge. For detailed instructions how to submit on motchallenge you can refer to this link.</p> -<p>Trackers are ranked using our identity-based measures which compute how often the system is correct about who is where, regardless of how often a target is lost and reacquired. Our measures are useful in applications such as security, surveillance or sports. This short post describes our measures with illustrations, while for details you can refer to the original paper. -Tracking Systems</p> -<p>We provide code for the following tracking systems which are all based on Correlation Clustering optimization:</p> -<p>DeepCC for single- and multi-camera tracking [1] - Single-Camera Tracker (demo video) [2] - Multi-Camera Tracker (demo video, failure cases) [2] - People-Groups Tracker [3] - Original Single-Camera Tracker [4]</p> </section> </div> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/facebook/index.html b/site/public/datasets/facebook/index.html index b2943e1f..be413510 100644 --- a/site/public/datasets/facebook/index.html +++ b/site/public/datasets/facebook/index.html @@ -38,11 +38,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/feret/index.html b/site/public/datasets/feret/index.html index 45510f64..5cd29c4c 100644 --- a/site/public/datasets/feret/index.html +++ b/site/public/datasets/feret/index.html @@ -26,13 +26,34 @@ </header> <div class="content content-"> - <section><h1>FERET</h1> -</section><section><div class='meta'><div><div class='gray'>Years</div><div>1993-1996</div></div><div><div class='gray'>Images</div><div>14,126</div></div><div><div class='gray'>Identities</div><div>1,199 </div></div><div><div class='gray'>Origin</div><div>Fairfax, MD</div></div></div><section><section><!--header--></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/feret/assets/feret_index.gif' alt=''></div></section><section><p><em>Facial Recognition Evaluation</em> (FERET) is develop, test, and evaluate face recognition algorithms</p> -<p>The goal of the FERET program was to develop automatic face recognition capabilities that could be employed to assist security, intelligence, and law enforcement personnel in the performance of their duties.</p> + <section><div class='left-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2007</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>13,233 </div> + </div><div class='meta'> + <div class='gray'>Identities</div> + <div>5,749 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>face recognition</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='http://vis-www.cs.umass.edu/lfw/' target='_blank' rel='nofollow noopener'>umass.edu</a></div> + </div><h1>FacE REcognition Dataset (FERET)</h1> +<p>[ page under development ]</p> +<p>{% include 'dashboard.html' %}</p> +<h3>(ignore) RESEARCH below this line</h3> <ul> +<li>Years: 1993-1996</li> +<li>Images: 14,126</li> +<li>Identities: 1,199 </li> +<li>Origin: Fairfax, MD</li> +<li><em>Facial Recognition Evaluation</em> (FERET) is develop, test, and evaluate face recognition algorithms</li> +<li>The goal of the FERET program was to develop automatic face recognition capabilities that could be employed to assist security, intelligence, and law enforcement personnel in the performance of their duties.</li> <li><a href="https://www.nist.gov/programs-projects/face-recognition-technology-feret">https://www.nist.gov/programs-projects/face-recognition-technology-feret</a></li> </ul> -<p>RESEARCH below this line</p> <h3>"The FERET database and evaluation procedure for face-recognition algorithms"</h3> <ul> <li>Images were captured using Kodak Ultra film</li> @@ -42,7 +63,7 @@ <ul> <li>"A release form is necessary because of the privacy laws in the United States."</li> </ul> -<h2>Funding</h2> +</div><h2>Funding</h2> <p>The FERET program is sponsored by the U.S. Depart- ment of Defense’s Counterdrug Technology Development Program Office. The U.S. Army Research Laboratory (ARL) is the technical agent for the FERET program. ARL designed, administered, and scored the FERET tests. George Mason University collected, processed, and main- tained the FERET database. Inquiries regarding the FERET database or test should be directed to P. Jonathon Phillips.</p> </section> @@ -50,11 +71,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/hrt_transgender/index.html b/site/public/datasets/hrt_transgender/index.html index 80a4f40b..099dea4e 100644 --- a/site/public/datasets/hrt_transgender/index.html +++ b/site/public/datasets/hrt_transgender/index.html @@ -42,88 +42,19 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://www.faceaginggroup.com/hrt-transgender/' target='_blank' rel='nofollow noopener'>faceaginggroup.com</a></div> - </div><div class='meta'><div><div class='gray'>Published</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div></div></div><h2>HRT Transgender Dataset</h2> -</section><section> - <h3>Who used HRT Transgender?</h3> - - <p> - This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. - </p> - - </section> - -<section class="applet_container"> -<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> -</div> --> - <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> - <div class="applet" data-payload="{"command": "piechart"}"></div> -</section><section> - - <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> - <p> - To help understand how HRT Transgender has been used around the world for commercial, military and academic research; publicly available research citing HRT Transgender Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. - </p> - - </section> - -<section class="applet_container fullwidth"> - <div class="applet" data-payload="{"command": "map"}"></div> - -</section> - -<div class="caption"> - <ul class="map-legend"> - <li class="edu">Academic</li> - <li class="com">Commercial</li> - <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> - </ul> -</div> - -<!-- <section> - <p class='subp'> - [section under development] HRT Transgender ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - - <h3>Supplementary Information</h3> - -</section><section class="applet_container"> - - <h3>Dataset Citations</h3> - <p> - The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. - </p> - - <div class="applet" data-payload="{"command": "citations"}"></div> + </div></div><h2>HRT Transgender Dataset</h2> +<p>[ page under development ]</p> +</section><section><p>{% include 'dashboard.html' }</p> </section> </div> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/index.html b/site/public/datasets/index.html index f4776f6a..98db503e 100644 --- a/site/public/datasets/index.html +++ b/site/public/datasets/index.html @@ -61,18 +61,6 @@ </div> </a> - <a href="/datasets/lfw/" style="background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/lfw/assets/index.jpg)"> - <div class="dataset"> - <span class='title'>Labeled Faces in The Wild</span> - <div class='fields'> - <div class='year visible'><span>2007</span></div> - <div class='purpose'><span>face recognition</span></div> - <div class='images'><span>13,233 images</span></div> - <div class='identities'><span>5,749 </span></div> - </div> - </div> - </a> - <a href="/datasets/market_1501/" style="background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/market_1501/assets/index.jpg)"> <div class="dataset"> <span class='title'>Market-1501</span> @@ -97,14 +85,14 @@ </div> </a> - <a href="/datasets/pipa/" style="background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/pipa/assets/index.jpg)"> + <a href="/datasets/oxford_town_centre/" style="background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/oxford_town_centre/assets/index.jpg)"> <div class="dataset"> - <span class='title'>People in Photo Albums</span> + <span class='title'>Oxford Town Centre</span> <div class='fields'> - <div class='year visible'><span>2015</span></div> - <div class='purpose'><span>Face recognition</span></div> - <div class='images'><span>37,107 images</span></div> - <div class='identities'><span>2,356 </span></div> + <div class='year visible'><span>2011</span></div> + <div class='purpose'><span>Person detection, gaze estimation</span></div> + <div class='images'><span> images</span></div> + <div class='identities'><span></span></div> </div> </div> </a> @@ -141,11 +129,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/lfpw/index.html b/site/public/datasets/lfpw/index.html index 77189ce7..005b7aaa 100644 --- a/site/public/datasets/lfpw/index.html +++ b/site/public/datasets/lfpw/index.html @@ -26,8 +26,68 @@ </header> <div class="content content-"> - <section><h1>Labeled Face Parts in The Wild</h1> -</section><section><div class='meta'><div><div class='gray'>Year</div><div>2011</div></div><div><div class='gray'>Images</div><div>1,432</div></div><div><div class='gray'>Origin</div><div>Flickr</div></div><div><div class='gray'>Funding</div><div>CIA</div></div></div><section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/lfpw/assets/background.jpg' alt=''></div></section><section><p>RESEARCH below this line</p> + <section><div class='left-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2011</div> + </div><div class='meta'> + <div class='gray'>Funded by</div> + <div>CIA</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='http://neerajkumar.org/databases/lfpw/' target='_blank' rel='nofollow noopener'>neerajkumar.org</a></div> + </div></div><h2>Labeled Face Parts in The Wild</h2> +</section><section> + <h3>Who used LFWP?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how LFWP has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Labeled Face Parts in the Wild was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section><p>RESEARCH below this line</p> <blockquote><p>Release 1 of LFPW consists of 1,432 faces from images downloaded from the web using simple text queries on sites such as google.com, flickr.com, and yahoo.com. Each image was labeled by three MTurk workers, and 29 fiducial points, shown below, are included in dataset. LFPW was originally described in the following publication:</p> <p>Due to copyright issues, we cannot distribute image files in any format to anyone. Instead, we have made available a list of image URLs where you can download the images yourself. We realize that this makes it impossible to exactly compare numbers, as image links will slowly disappear over time, but we have no other option. This seems to be the way other large web-based databases seem to be evolving.</p> </blockquote> @@ -40,11 +100,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/lfw/index.html b/site/public/datasets/lfw/index.html index d451d0cd..cb487913 100644 --- a/site/public/datasets/lfw/index.html +++ b/site/public/datasets/lfw/index.html @@ -42,45 +42,45 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://vis-www.cs.umass.edu/lfw/' target='_blank' rel='nofollow noopener'>umass.edu</a></div> - </div><div class='meta'><div><div class='gray'>Created</div><div>2002 – 2004</div></div><div><div class='gray'>Images</div><div>13,233</div></div><div><div class='gray'>Identities</div><div>5,749</div></div><div><div class='gray'>Origin</div><div>Yahoo! News Images</div></div><div><div class='gray'>Used by</div><div>Facebook, Google, Microsoft, Baidu, Tencent, SenseTime, Face++, CIA, NSA, IARPA</div></div><div><div class='gray'>Website</div><div><a href="http://vis-www.cs.umass.edu/lfw">umass.edu</a></div></div></div><ul> -<li>There are about 3 men for every 1 woman in the LFW dataset<a class="footnote_shim" name="[^lfw_www]_1"> </a><a href="#[^lfw_www]" class="footnote" title="Footnote 1">1</a></li> -<li>The person with the most images is <a href="http://vis-www.cs.umass.edu/lfw/person/George_W_Bush_comp.html">George W. Bush</a> with 530</li> -<li>There are about 3 George W. Bush's for every 1 <a href="http://vis-www.cs.umass.edu/lfw/person/Tony_Blair.html">Tony Blair</a></li> -<li>The LFW dataset includes over 500 actors, 30 models, 10 presidents, 124 basketball players, 24 football players, 11 kings, 7 queens, and 1 <a href="http://vis-www.cs.umass.edu/lfw/person/Moby.html">Moby</a></li> -<li>In all 3 of the LFW publications [^lfw_original_paper], [^lfw_survey], [^lfw_tech_report] the words "ethics", "consent", and "privacy" appear 0 times</li> -<li>The word "future" appears 71 times</li> -<li>* denotes partial funding for related research</li> -</ul> -</div><h2>Labeled Faces in the Wild</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> -<p><em>Labeled Faces in The Wild</em> (LFW) is "a database of face photographs designed for studying the problem of unconstrained face recognition<a class="footnote_shim" name="[^lfw_www]_2"> </a><a href="#[^lfw_www]" class="footnote" title="Footnote 1">1</a>. It is used to evaluate and improve the performance of facial recognition algorithms in academic, commercial, and government research. According to BiometricUpdate.com<a class="footnote_shim" name="[^lfw_pingan]_1"> </a><a href="#[^lfw_pingan]" class="footnote" title="Footnote 3">3</a>, LFW is "the most widely used evaluation set in the field of facial recognition, LFW attracts a few dozen teams from around the globe including Google, Facebook, Microsoft Research Asia, Baidu, Tencent, SenseTime, Face++ and Chinese University of Hong Kong."</p> + </div></div><h2>Labeled Faces in the Wild</h2> +<p>[ PAGE UNDER DEVELOPMENT ]</p> +<p><em>Labeled Faces in The Wild</em> (LFW) is "a database of face photographs designed for studying the problem of unconstrained face recognition<a class="footnote_shim" name="[^lfw_www]_1"> </a><a href="#[^lfw_www]" class="footnote" title="Footnote 1">1</a>. It is used to evaluate and improve the performance of facial recognition algorithms in academic, commercial, and government research. According to BiometricUpdate.com<a class="footnote_shim" name="[^lfw_pingan]_1"> </a><a href="#[^lfw_pingan]" class="footnote" title="Footnote 3">3</a>, LFW is "the most widely used evaluation set in the field of facial recognition, LFW attracts a few dozen teams from around the globe including Google, Facebook, Microsoft Research Asia, Baidu, Tencent, SenseTime, Face++ and Chinese University of Hong Kong."</p> <p>The LFW dataset includes 13,233 images of 5,749 people that were collected between 2002-2004. LFW is a subset of <em>Names of Faces</em> and is part of the first facial recognition training dataset created entirely from images appearing on the Internet. The people appearing in LFW are...</p> <p>The <em>Names and Faces</em> dataset was the first face recognition dataset created entire from online photos. However, <em>Names and Faces</em> and <em>LFW</em> are not the first face recognition dataset created entirely "in the wild". That title belongs to the <a href="/datasets/ucd_faces/">UCD dataset</a>. Images obtained "in the wild" means using an image without explicit consent or awareness from the subject or photographer.</p> <p>The <em>Names and Faces</em> dataset was the first face recognition dataset created entire from online photos. However, <em>Names and Faces</em> and <em>LFW</em> are not the first face recognition dataset created entirely "in the wild". That title belongs to the <a href="/datasets/ucd_faces/">UCD dataset</a>. Images obtained "in the wild" means using an image without explicit consent or awareness from the subject or photographer.</p> </section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/lfw/assets/lfw_montage_all_crop.jpg' alt='All 5,379 people in the Labeled Faces in The Wild Dataset. Showing one face per person'><div class='caption'>All 5,379 people in the Labeled Faces in The Wild Dataset. Showing one face per person</div></div></section><section><p>The <em>Names and Faces</em> dataset was the first face recognition dataset created entire from online photos. However, <em>Names and Faces</em> and <em>LFW</em> are not the first face recognition dataset created entirely "in the wild". That title belongs to the <a href="/datasets/ucd_faces/">UCD dataset</a>. Images obtained "in the wild" means using an image without explicit consent or awareness from the subject or photographer.</p> <p>The <em>Names and Faces</em> dataset was the first face recognition dataset created entire from online photos. However, <em>Names and Faces</em> and <em>LFW</em> are not the first face recognition dataset created entirely "in the wild". That title belongs to the <a href="/datasets/ucd_faces/">UCD dataset</a>. Images obtained "in the wild" means using an image without explicit consent or awareness from the subject or photographer.</p> </section><section> + <h3>Who used LFW?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how LFW has been used around the world for commercial, military and academic research; publicly available research citing Labeled Faces in the Wild is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how LFW has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Labeled Faces in the Wild was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -88,30 +88,19 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] LFW ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - <h3>Who used LFW?</h3> +<section class="applet_container"> + + <h3>Dataset Citations</h3> <p> - This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. </p> - - </section> -<section class="applet_container"> -<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> -</div> --> - <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> - <div class="applet" data-payload="{"command": "piechart"}"></div> + <div class="applet" data-payload="{"command": "citations"}"></div> </section><section> <div class="hr-wave-holder"> @@ -119,33 +108,52 @@ <div class="hr-wave-line hr-wave-line2"></div> </div> - <h3>Supplementary Information</h3> + <h2>Supplementary Information</h2> -</section><section class="applet_container"> - - <h3>Dataset Citations</h3> - <p> - The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. - </p> - - <div class="applet" data-payload="{"command": "citations"}"></div> </section><section><h3>Commercial Use</h3> <p>Add a paragraph about how usage extends far beyond academia into research centers for largest companies in the world. And even funnels into CIA funded research in the US and defense industry usage in China.</p> -</section><section class='applet_container'><div class='applet' data-payload='{"command": "load_file assets/lfw_commercial_use.csv", "fields": ["name_display, company_url, example_url, country, description"]}'></div></section><section><p>Research, text, and graphics ©Adam Harvey / megapixels.cc</p> +</section><section class='applet_container'><div class='applet' data-payload='{"command": "load_file assets/lfw_commercial_use.csv", "fields": ["name_display, company_url, example_url, country, description"]}'></div></section><section><h3>Research</h3> +<ul> +<li>"In our experiments, we used 10000 images and associated captions from the Faces in the wilddata set [3]."</li> +<li>"This work was supported in part by the Center for Intelligent Information Retrieval, the Central Intelligence Agency, the National Security Agency and National Science Foundation under CAREER award IIS-0546666 and grant IIS-0326249."</li> +<li>From: "People-LDA: Anchoring Topics to People using Face Recognition" <a href="https://www.semanticscholar.org/paper/People-LDA%3A-Anchoring-Topics-to-People-using-Face-Jain-Learned-Miller/10f17534dba06af1ddab96c4188a9c98a020a459">https://www.semanticscholar.org/paper/People-LDA%3A-Anchoring-Topics-to-People-using-Face-Jain-Learned-Miller/10f17534dba06af1ddab96c4188a9c98a020a459</a> and <a href="https://ieeexplore.ieee.org/document/4409055">https://ieeexplore.ieee.org/document/4409055</a></li> +<li>This paper was presented at IEEE 11th ICCV conference Oct 14-21 and the main LFW paper "Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments" was also published that same year</li> +<li>10f17534dba06af1ddab96c4188a9c98a020a459</li> +<li>This research is based upon work supported in part by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via contract number 2014-14071600010.</li> +<li>From "Labeled Faces in the Wild: Updates and New Reporting Procedures"</li> +<li>70% of people in the dataset have only 1 image and 29% have 2 or more images</li> +<li>The LFW dataset is considered the "most popular benchmark for face recognition" <a class="footnote_shim" name="[^lfw_baidu]_1"> </a><a href="#[^lfw_baidu]" class="footnote" title="Footnote 2">2</a></li> +<li>The LFW dataset is "the most widely used evaluation set in the field of facial recognition" <a class="footnote_shim" name="[^lfw_pingan]_2"> </a><a href="#[^lfw_pingan]" class="footnote" title="Footnote 3">3</a></li> +<li>All images in LFW dataset were obtained "in the wild" meaning without any consent from the subject or from the photographer</li> +<li>The faces in the LFW dataset were detected using the Viola-Jones haarcascade face detector [^lfw_website] [^lfw-survey]</li> +<li>The LFW dataset is used by several of the largest tech companies in the world including "Google, Facebook, Microsoft Research Asia, Baidu, Tencent, SenseTime, Face++ and Chinese University of Hong Kong." <a class="footnote_shim" name="[^lfw_pingan]_3"> </a><a href="#[^lfw_pingan]" class="footnote" title="Footnote 3">3</a></li> +<li>All images in the LFW dataset were copied from Yahoo News between 2002 - 2004</li> +<li>In 2014, two of the four original authors of the LFW dataset received funding from IARPA and ODNI for their followup paper <a href="https://www.semanticscholar.org/paper/Labeled-Faces-in-the-Wild-%3A-Updates-and-New-Huang-Learned-Miller/2d3482dcff69c7417c7b933f22de606a0e8e42d4">Labeled Faces in the Wild: Updates and New Reporting Procedures</a> via IARPA contract number 2014-14071600010</li> +<li>The dataset includes 2 images of <a href="http://vis-www.cs.umass.edu/lfw/person/George_Tenet.html">George Tenet</a>, the former Director of Central Intelligence (DCI) for the Central Intelligence Agency whose facial biometrics were eventually used to help train facial recognition software in China and Russia</li> +<li>./15/155205b8e288fd49bf203135871d66de879c8c04/paper.txt shows usage by DSTO Australia, supported parimal@iisc.ac.in</li> +</ul> +</section><section><div class='meta'><div><div class='gray'>Created</div><div>2002 – 2004</div></div><div><div class='gray'>Images</div><div>13,233</div></div><div><div class='gray'>Identities</div><div>5,749</div></div><div><div class='gray'>Origin</div><div>Yahoo! News Images</div></div><div><div class='gray'>Used by</div><div>Facebook, Google, Microsoft, Baidu, Tencent, SenseTime, Face++, CIA, NSA, IARPA</div></div><div><div class='gray'>Website</div><div><a href="http://vis-www.cs.umass.edu/lfw">umass.edu</a></div></div></div><section><section><ul> +<li>There are about 3 men for every 1 woman in the LFW dataset<a class="footnote_shim" name="[^lfw_www]_2"> </a><a href="#[^lfw_www]" class="footnote" title="Footnote 1">1</a></li> +<li>The person with the most images is <a href="http://vis-www.cs.umass.edu/lfw/person/George_W_Bush_comp.html">George W. Bush</a> with 530</li> +<li>There are about 3 George W. Bush's for every 1 <a href="http://vis-www.cs.umass.edu/lfw/person/Tony_Blair.html">Tony Blair</a></li> +<li>The LFW dataset includes over 500 actors, 30 models, 10 presidents, 124 basketball players, 24 football players, 11 kings, 7 queens, and 1 <a href="http://vis-www.cs.umass.edu/lfw/person/Moby.html">Moby</a></li> +<li>In all 3 of the LFW publications [^lfw_original_paper], [^lfw_survey], [^lfw_tech_report] the words "ethics", "consent", and "privacy" appear 0 times</li> +<li>The word "future" appears 71 times</li> +<li>* denotes partial funding for related research</li> +</ul> </section><section><ul class="footnotes"><li><a name="[^lfw_www]" class="footnote_shim"></a><span class="backlinks"><a href="#[^lfw_www]_1">a</a><a href="#[^lfw_www]_2">b</a></span><p><a href="http://vis-www.cs.umass.edu/lfw/results.html">http://vis-www.cs.umass.edu/lfw/results.html</a></p> -</li><li><a name="[^lfw_baidu]" class="footnote_shim"></a><span class="backlinks"></span><p>Jingtuo Liu, Yafeng Deng, Tao Bai, Zhengping Wei, Chang Huang. Targeting Ultimate Accuracy: Face Recognition via Deep Embedding. <a href="https://arxiv.org/abs/1506.07310">https://arxiv.org/abs/1506.07310</a></p> -</li><li><a name="[^lfw_pingan]" class="footnote_shim"></a><span class="backlinks"><a href="#[^lfw_pingan]_1">a</a></span><p>Lee, Justin. "PING AN Tech facial recognition receives high score in latest LFW test results". BiometricUpdate.com. Feb 13, 2017. <a href="https://www.biometricupdate.com/201702/ping-an-tech-facial-recognition-receives-high-score-in-latest-lfw-test-results">https://www.biometricupdate.com/201702/ping-an-tech-facial-recognition-receives-high-score-in-latest-lfw-test-results</a></p> +</li><li><a name="[^lfw_baidu]" class="footnote_shim"></a><span class="backlinks"><a href="#[^lfw_baidu]_1">a</a></span><p>Jingtuo Liu, Yafeng Deng, Tao Bai, Zhengping Wei, Chang Huang. Targeting Ultimate Accuracy: Face Recognition via Deep Embedding. <a href="https://arxiv.org/abs/1506.07310">https://arxiv.org/abs/1506.07310</a></p> +</li><li><a name="[^lfw_pingan]" class="footnote_shim"></a><span class="backlinks"><a href="#[^lfw_pingan]_1">a</a><a href="#[^lfw_pingan]_2">b</a><a href="#[^lfw_pingan]_3">c</a></span><p>Lee, Justin. "PING AN Tech facial recognition receives high score in latest LFW test results". BiometricUpdate.com. Feb 13, 2017. <a href="https://www.biometricupdate.com/201702/ping-an-tech-facial-recognition-receives-high-score-in-latest-lfw-test-results">https://www.biometricupdate.com/201702/ping-an-tech-facial-recognition-receives-high-score-in-latest-lfw-test-results</a></p> </li></ul></section> </div> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/market_1501/index.html b/site/public/datasets/market_1501/index.html index 3281a9ae..059b1a49 100644 --- a/site/public/datasets/market_1501/index.html +++ b/site/public/datasets/market_1501/index.html @@ -4,7 +4,7 @@ <title>MegaPixels</title> <meta charset="utf-8" /> <meta name="author" content="Adam Harvey" /> - <meta name="description" content="Market-1501 is a dataset is collection of CCTV footage from ..." /> + <meta name="description" content="Market-1501 is a dataset is collection of CCTV footage from Tsinghua University" /> <meta name="referrer" content="no-referrer" /> <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes" /> <link rel='stylesheet' href='/assets/css/fonts.css' /> @@ -26,7 +26,7 @@ </header> <div class="content content-dataset"> - <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/market_1501/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name">Market-1501</span> is a dataset is collection of CCTV footage from ...</span></div><div class='hero_subdesc'><span class='bgpad'>The Market-1501 dataset includes ... + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/market_1501/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name">Market-1501</span> is a dataset is collection of CCTV footage from Tsinghua University</span></div><div class='hero_subdesc'><span class='bgpad'>The Market-1501 dataset includes 1,261 people from 5 HD surveillance cameras located on campus </span></div></div></section><section><div class='left-sidebar'><div class='meta'> <div class='gray'>Published</div> <div>2015</div> @@ -42,30 +42,39 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://www.liangzheng.org/Project/project_reid.html' target='_blank' rel='nofollow noopener'>liangzheng.org</a></div> - </div><div class='meta'><div><div class='gray'>Collected</div><div>TBD</div></div><div><div class='gray'>Published</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Faces</div><div>TBD</div></div></div></div><h2>Market-1501 ...</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> + </div></div><h2>Market-1501 Dataset</h2> +<p>[ PAGE UNDER DEVELOPMENT]</p> </section><section> + <h3>Who used Market 1501?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how Market 1501 has been used around the world for commercial, military and academic research; publicly available research citing Market 1501 Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how Market 1501 has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Market 1501 Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -73,40 +82,12 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] Market 1501 ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - <h3>Who used Market 1501?</h3> - - <p> - This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. - </p> - - </section> <section class="applet_container"> -<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> -</div> --> - <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> - <div class="applet" data-payload="{"command": "piechart"}"></div> -</section><section> - - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - - <h3>Supplementary Information</h3> - -</section><section class="applet_container"> <h3>Dataset Citations</h3> <p> @@ -114,7 +95,7 @@ </p> <div class="applet" data-payload="{"command": "citations"}"></div> -</section><section><h2>Research Notes</h2> +</section><section><h2>(ignore) research Notes</h2> <ul> <li>"MARS is an extension of the Market-1501 dataset. During collection, we placed six near synchronized cameras in the campus of Tsinghua university. There were Five 1,080<em>1920 HD cameras and one 640</em>480 SD camera. MARS consists of 1,261 different pedestrians whom are captured by at least 2 cameras. Given a query tracklet, MARS aims to retrieve tracklets that contain the same ID." - main paper</li> <li>bbox "0065C1T0002F0016.jpg", "0065" is the ID of the pedestrian. "C1" denotes the first @@ -135,11 +116,10 @@ organization={Springer} <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/msceleb/index.html b/site/public/datasets/msceleb/index.html index fb08c737..e93c8c7e 100644 --- a/site/public/datasets/msceleb/index.html +++ b/site/public/datasets/msceleb/index.html @@ -48,10 +48,8 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://www.msceleb.org/' target='_blank' rel='nofollow noopener'>msceleb.org</a></div> - </div><div class='meta'><div><div class='gray'>Published</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Faces</div><div>TBD</div></div><div><div class='gray'>Created by</div><div>TBD</div></div></div></div><h2>Microsoft Celeb Dataset (MS Celeb)</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> -<p>At vero eos et accusamus et iusto odio dignissimos ducimus, qui blanditiis praesentium voluptatum deleniti atque corrupti, quos dolores et quas molestias excepturi sint, obcaecati cupiditate non-provident, similique sunt in culpa, qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio.</p> -<p>Nam libero tempore, cum soluta nobis est eligendi optio, cumque nihil impedit, quo minus id, quod maxime placeat, facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet, ut et voluptates repudiandae sint et molestiae non-recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat</p> + </div></div><h2>Microsoft Celeb Dataset (MS Celeb)</h2> +<p>[ PAGE UNDER DEVELOPMENT ]</p> </section><section> <h3>Who used MsCeleb?</h3> @@ -65,30 +63,24 @@ <!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> </div> --> <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> +</section> + +<section class="applet_container"> <div class="applet" data-payload="{"command": "piechart"}"></div> -</section><section> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how MsCeleb has been used around the world for commercial, military and academic research; publicly available research citing Microsoft Celebrity Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how MsCeleb has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Microsoft Celebrity Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -96,26 +88,12 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] MsCeleb ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section><p>Add more analysis here</p> -</section><section> - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - - <h3>Supplementary Information</h3> - -</section><section class="applet_container"> +<section class="applet_container"> <h3>Dataset Citations</h3> <p> @@ -123,6 +101,15 @@ </p> <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section> + + <div class="hr-wave-holder"> + <div class="hr-wave-line hr-wave-line1"></div> + <div class="hr-wave-line hr-wave-line2"></div> + </div> + + <h2>Supplementary Information</h2> + </section><section><h3>Additional Information</h3> <ul> <li>The dataset author spoke about his research at the CVPR conference in 2016 <a href="https://www.youtube.com/watch?v=Nl2fBKxwusQ">https://www.youtube.com/watch?v=Nl2fBKxwusQ</a></li> @@ -136,11 +123,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/oxford_town_centre/index.html b/site/public/datasets/oxford_town_centre/index.html new file mode 100644 index 00000000..db62a5a6 --- /dev/null +++ b/site/public/datasets/oxford_town_centre/index.html @@ -0,0 +1,150 @@ +<!doctype html> +<html> +<head> + <title>MegaPixels</title> + <meta charset="utf-8" /> + <meta name="author" content="Adam Harvey" /> + <meta name="description" content="Oxford Town Centre is a dataset of surveillance camera footage from Cornmarket St Oxford, England" /> + <meta name="referrer" content="no-referrer" /> + <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes" /> + <link rel='stylesheet' href='/assets/css/fonts.css' /> + <link rel='stylesheet' href='/assets/css/css.css' /> + <link rel='stylesheet' href='/assets/css/leaflet.css' /> + <link rel='stylesheet' href='/assets/css/applets.css' /> +</head> +<body> + <header> + <a class='slogan' href="/"> + <div class='logo'></div> + <div class='site_name'>MegaPixels</div> + <div class='splash'>TownCentre</div> + </a> + <div class='links'> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + </div> + </header> + <div class="content content-dataset"> + + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/oxford_town_centre/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'>Oxford Town Centre is a dataset of surveillance camera footage from Cornmarket St Oxford, England</span></div><div class='hero_subdesc'><span class='bgpad'>The Oxford Town Centre dataset includes +</span></div></div></section><section><div class='left-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2011</div> + </div><div class='meta'> + <div class='gray'>Videos</div> + <div>1 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>Person detection, gaze estimation</div> + </div><div class='meta'> + <div class='gray'>Funded by</div> + <div>EU FP6 Hermes project and Oxford Risk </div> + </div><div class='meta'> + <div class='gray'>Download Size</div> + <div>0.118 GB</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='http://www.robots.ox.ac.uk/ActiveVision/Research/Projects/2009bbenfold_headpose/project.html' target='_blank' rel='nofollow noopener'>ox.ac.uk</a></div> + </div></div><h2>Oxford Town Centre</h2> +<p>[ page under development ]</p> +<p>The Oxford Town Centre dataset is a video of pedestrians in a busy downtown area in Oxford used for creating surveillance algorithms with "potential applications in activity recognition and remote biometric analysis" or non-cooperative face recognition. <a class="footnote_shim" name="[^ben_benfold_orig]_1"> </a><a href="#[^ben_benfold_orig]" class="footnote" title="Footnote 1">1</a></p> +<p>Based on observations of the dataset video and Google Street images, the source of the footage has been geolocated to a public CCTV camera at the intersection of Cornmarket and Market St. Oxford, England (<a href="https://www.google.com/maps/@51.7528347,-1.2581078,3a,90y,324.38h,101.91t/data=!3m6!1e1!3m4!1s3uTXi12qVnI35DnDJbDofg!2e0!7i13312!8i6656">map</a>). Based on an analysis of the papers that use or cite this dataset <a class="footnote_shim" name="[^guiding_surveillance]_1"> </a><a href="#[^guiding_surveillance]" class="footnote" title="Footnote 2">2</a> the inferred year of capture was definitely 2009 and the season was perhaps February or March based on the the window advertisements and cool-weather clothing.</p> +<p>Halfway through the video a peculiar and somewhat rude man enters the video and stands directly over top a water drain for over a minute. His unusual demeanor and apparently scripted behavior suggests a possible relationship to the CCTV operators.</p> +<p>Although Oxford Town Centre dataset first appears as a pedestrian dataset, it was created to improve the stabilization of pedstrian detections in order to extract a more accurate head region that would lead to improvements in face recognition.</p> +</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/oxford_town_centre/assets/surveillance_camera.jpg' alt=' Footage from this public CCTV camera was used to create the Oxford Town Centre dataset. Image source Google Sreet View'><div class='caption'> Footage from this public CCTV camera was used to create the Oxford Town Centre dataset. Image source Google Sreet View</div></div></section><section> + <h3>Who used TownCentre?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how TownCentre has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Oxford Town Centre was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section> + + <div class="hr-wave-holder"> + <div class="hr-wave-line hr-wave-line1"></div> + <div class="hr-wave-line hr-wave-line2"></div> + </div> + + <h2>Supplementary Information</h2> + +</section><section><p>Several researchers have posted their demo videos using the Oxford Town Centre dataset on YouTube:</p> +<ul> +<li><a href="https://www.youtube.com/watch?v=nO-3EM9dEd4">Multi target tracking on Oxford Dataset</a></li> +<li>[Multi-pedestrian tracking (TownCentre dataset)]<a href="https://www.youtube.com/watch?v=nO-3EM9dEd4">https://www.youtube.com/watch?v=nO-3EM9dEd4</a></li> +<li><a href="https://www.youtube.com/watch?v=SKXk6uB8348">Multiple object tracking with kalman tracker and sort</a></li> +<li><a href="https://www.youtube.com/watch?v=RM_RdXH7pSY">Multi target tracking on Oxford dataset</a></li> +<li><a href="https://www.youtube.com/watch?v=ErLtfUAJA8U">towncentre</a></li> +<li><a href="https://www.youtube.com/watch?v=LwMOmqvhnoc">VTD - towncenter.avi</a></li> +</ul> +<p>[ add visualization ]</p> +<p>TODO</p> +<ul> +<li>make visualization</li> +<li>add license info</li> +</ul> +</section><section><ul class="footnotes"><li><a name="[^ben_benfold_orig]" class="footnote_shim"></a><span class="backlinks"><a href="#[^ben_benfold_orig]_1">a</a></span><p>Benfold, Ben and Reid, Ian. "Stable Multi-Target Tracking in Real-Time Surveillance Video". CVPR 2011. Pages 3457-3464.</p> +</li><li><a name="[^guiding_surveillance]" class="footnote_shim"></a><span class="backlinks"><a href="#[^guiding_surveillance]_1">a</a></span><p>"Guiding Visual Surveillance by Tracking Human Attention". 2009.</p> +</li></ul></section> + + </div> + <footer> + <div> + <a href="/">MegaPixels.cc</a> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> + </div> + <div> + MegaPixels ©2017-19 Adam R. Harvey / + <a href="https://ahprojects.com">ahprojects.com</a> + </div> + </footer> +</body> + +<script src="/assets/js/dist/index.js"></script> +</html>
\ No newline at end of file diff --git a/site/public/datasets/pipa/index.html b/site/public/datasets/pipa/index.html index 27168c5c..7a4fbc0e 100644 --- a/site/public/datasets/pipa/index.html +++ b/site/public/datasets/pipa/index.html @@ -4,7 +4,7 @@ <title>MegaPixels</title> <meta charset="utf-8" /> <meta name="author" content="Adam Harvey" /> - <meta name="description" content=" is a dataset..." /> + <meta name="description" content=" People in Photo Albums (PIPA) is a dataset..." /> <meta name="referrer" content="no-referrer" /> <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes" /> <link rel='stylesheet' href='/assets/css/fonts.css' /> @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - <div class='splash'>PIPA</div> + <div class='splash'>PIPA Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -26,7 +26,7 @@ </header> <div class="content content-dataset"> - <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/pipa/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name"> is a dataset...</span></div><div class='hero_subdesc'><span class='bgpad'>PIPA subdescription + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/pipa/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name"> People in Photo Albums (PIPA)</span> is a dataset...</span></div><div class='hero_subdesc'><span class='bgpad'>[ add subdescrition ] </span></div></div></section><section><div class='left-sidebar'><div class='meta'> <div class='gray'>Published</div> <div>2015</div> @@ -45,30 +45,39 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='https://people.eecs.berkeley.edu/~nzhang/piper.html' target='_blank' rel='nofollow noopener'>berkeley.edu</a></div> - </div><div class='meta'><div><div class='gray'>Collected</div><div>TBD</div></div><div><div class='gray'>Published</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Faces</div><div>TBD</div></div></div></div><h2>Dataset Title TBD</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> + </div></div><h2>People in Photo Albums</h2> +<p>[ PAGE UNDER DEVELOPMENT ]</p> </section><section> + <h3>Who used PIPA Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how PIPA Dataset has been used around the world for commercial, military and academic research; publicly available research citing People in Photo Albums Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how PIPA Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing People in Photo Albums Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -76,25 +85,12 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] PIPA Dataset ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - <h3>Supplementary Information</h3> - -</section><section class="applet_container"> +<section class="applet_container"> <h3>Dataset Citations</h3> <p> @@ -102,18 +98,16 @@ </p> <div class="applet" data-payload="{"command": "citations"}"></div> -</section><section><h2>Research Notes</h2> </section> </div> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/pubfig/index.html b/site/public/datasets/pubfig/index.html new file mode 100644 index 00000000..c46eeea3 --- /dev/null +++ b/site/public/datasets/pubfig/index.html @@ -0,0 +1,117 @@ +<!doctype html> +<html> +<head> + <title>MegaPixels</title> + <meta charset="utf-8" /> + <meta name="author" content="Adam Harvey" /> + <meta name="description" content="PubFig is a dataset..." /> + <meta name="referrer" content="no-referrer" /> + <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes" /> + <link rel='stylesheet' href='/assets/css/fonts.css' /> + <link rel='stylesheet' href='/assets/css/css.css' /> + <link rel='stylesheet' href='/assets/css/leaflet.css' /> + <link rel='stylesheet' href='/assets/css/applets.css' /> +</head> +<body> + <header> + <a class='slogan' href="/"> + <div class='logo'></div> + <div class='site_name'>MegaPixels</div> + <div class='splash'>PubFig</div> + </a> + <div class='links'> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + </div> + </header> + <div class="content content-dataset"> + + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/pubfig/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name">PubFig</span> is a dataset...</span></div><div class='hero_subdesc'><span class='bgpad'>[ add subdescrition ] +</span></div></div></section><section><div class='left-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2009</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>58,797 </div> + </div><div class='meta'> + <div class='gray'>Identities</div> + <div>200 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>mostly names from LFW but includes new names. large variation in pose, lighting, expression, scene, camera, imaging conditions and parameters</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='http://www.cs.columbia.edu/CAVE/databases/pubfig/' target='_blank' rel='nofollow noopener'>columbia.edu</a></div> + </div></div><h2>PubFig</h2> +<p>[ PAGE UNDER DEVELOPMENT ]</p> +</section><section> + <h3>Who used PubFig?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how PubFig has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Public Figures Face Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section> + + </div> + <footer> + <div> + <a href="/">MegaPixels.cc</a> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> + </div> + <div> + MegaPixels ©2017-19 Adam R. Harvey / + <a href="https://ahprojects.com">ahprojects.com</a> + </div> + </footer> +</body> + +<script src="/assets/js/dist/index.js"></script> +</html>
\ No newline at end of file diff --git a/site/public/datasets/uccs/index.html b/site/public/datasets/uccs/index.html index 593ac498..5bb120ba 100644 --- a/site/public/datasets/uccs/index.html +++ b/site/public/datasets/uccs/index.html @@ -4,7 +4,7 @@ <title>MegaPixels</title> <meta charset="utf-8" /> <meta name="author" content="Adam Harvey" /> - <meta name="description" content="Unconstrained College Students (UCCS) is a dataset of long-range surveillance photos of students taken without their knowledge" /> + <meta name="description" content="UnConstrained College Students is a dataset of long-range surveillance photos of students at University of Colorado in Colorado Springs" /> <meta name="referrer" content="no-referrer" /> <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes" /> <link rel='stylesheet' href='/assets/css/fonts.css' /> @@ -26,7 +26,7 @@ </header> <div class="content content-dataset"> - <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/uccs/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name">Unconstrained College Students (UCCS)</span> is a dataset of long-range surveillance photos of students taken without their knowledge</span></div><div class='hero_subdesc'><span class='bgpad'>The UCCS dataset includes 16,149 images and 1,732 identities of students at University of Colorado Colorado Springs campus and is used for face recognition and face detection + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/uccs/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name">UnConstrained College Students</span> is a dataset of long-range surveillance photos of students at University of Colorado in Colorado Springs</span></div><div class='hero_subdesc'><span class='bgpad'>The UnConstrained College Students dataset includes 16,149 images and 1,732 identities of subjects on University of Colorado Colorado Springs campus and is used for making face recognition and face detection algorithms </span></div></div></section><section><div class='left-sidebar'><div class='meta'> <div class='gray'>Published</div> <div>2018</div> @@ -48,297 +48,201 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='http://vast.uccs.edu/Opensetface/' target='_blank' rel='nofollow noopener'>uccs.edu</a></div> - </div><div class='meta'><div><div class='gray'>Published</div><div>2018</div></div><div><div class='gray'>Images</div><div>16,149</div></div><div><div class='gray'>Identities</div><div>1,732</div></div><div><div class='gray'>Used for</div><div>Face recognition, face detection</div></div><div><div class='gray'>Created by</div><div>Unviversity of Colorado Colorado Springs (US)</div></div><div><div class='gray'>Funded by</div><div>ODNI, IARPA, ONR MURI, Amry SBIR, SOCOM SBIR</div></div><div><div class='gray'>Website</div><div><a href="https://vast.uccs.edu/Opensetface/">vast.uccs.edu</a></div></div></div></div><h2>Unconstrained College Students ...</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> -<p>Unconstrained College Students (UCCS) is a dataset of long-range surveillance photos captured at University of Colorado Colorado Springs. According to the authors of two papers associated with the dataset, subjects were "photographed using a long-range high-resolution surveillance camera without their knowledge" [^funding_sb]. The images were captured using a Canon 7D digital camera fitted with a Sigma 800mm telephoto lens pointed out the window of an office.</p> -<p>The UCCS dataset was funded by ODNI (Office of Director of National Intelligence), IARPA (Intelligence Advance Research Projects Activity), ONR MURI Office of Naval Research and The Department of Defense Multidisciplinary University Research Initiative, Army SBIR (Small Business Innovation Research), SOCOM SBIR (Special Operations Command and Small Business Innovation Research), and the National Science Foundation.</p> -<p>The images in UCCS include students walking between classes on campus over 19 days in 2012 - 2013. The dates include:</p> + </div></div><h2>UnConstrained College Students</h2> +<p>[ page under development ]</p> +<p>UnConstrained College Students (UCCS) is a dataset of long-range surveillance photos captured at University of Colorado Colorado Springs. According to the authors of two papers associated with the dataset, subjects were "photographed using a long-range high-resolution surveillance camera without their knowledge" <a class="footnote_shim" name="[^funding_uccs]_1"> </a><a href="#[^funding_uccs]" class="footnote" title="Footnote 2">2</a>. To create the dataset, the researchers used a Canon 7D digital camera fitted with a Sigma 800mm telephoto lens and photographed students 150–200m away through their office window. Photos were taken during the morning and afternoon while students were walking to and from classes. The primary uses of this dataset are to train, validate, and build recognition and face detection algorithms for realistic surveillance scenarios.</p> +<p>What makes the UCCS dataset unique is that it includes the highest resolution images of any publicly available face recognition dataset discovered so far (18MP), that it was captured on a campus without consent or awareness using a long-range telephoto lens, and that it was funded by United States defense and intelligence agencies.</p> +<p>Combined funding sources for the creation of the initial and final release of the dataset include ODNI (Office of Director of National Intelligence), IARPA (Intelligence Advance Research Projects Activity), ONR MURI (Office of Naval Research and The Department of Defense Multidisciplinary University Research Initiative), Army SBIR (Small Business Innovation Research), SOCOM SBIR (Special Operations Command and Small Business Innovation Research), and the National Science Foundation. <a class="footnote_shim" name="[^funding_sb]_1"> </a><a href="#[^funding_sb]" class="footnote" title="Footnote 1">1</a> <a class="footnote_shim" name="[^funding_uccs]_2"> </a><a href="#[^funding_uccs]" class="footnote" title="Footnote 2">2</a></p> +<p>In 2017 the UCCS face dataset was used for a defense and intelligence agency funded <a href="http://www.face-recognition-challenge.com/">face recognition challenge</a> at the International Joint Biometrics Conference in Denver, CO. And in 2018 the dataset was used for the <a href="https://erodner.github.io/ial2018eccv/">2nd Unconstrained Face Detection and Open Set Recognition Challenge</a> at the European Computer Vision Conference (ECCV) in Munich, Germany. Additional research projects that have used the UCCS dataset are included below in the list of verified citations.</p> +</section><section> + <h3>Who used UCCS?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how UCCS has been used around the world by commercial, military, and academic organizations; existing publicly available research citing UnConstrained College Students Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section> + + <div class="hr-wave-holder"> + <div class="hr-wave-line hr-wave-line1"></div> + <div class="hr-wave-line hr-wave-line2"></div> + </div> + + <h2>Supplementary Information</h2> + +</section><section><h3>Dates and Times</h3> +<p>The images in UCCS were taken on 18 non-consecutive days during 2012–2013. Analysis of the <a href="assets/uccs_camera_exif.csv">EXIF data</a> embedded in original images reveal that most of the images were taken on Tuesdays, and the most frequent capture time throughout the week was 12:30PM.</p> +</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/uccs/assets/uccs_exif_plot_days.png' alt=' UCCS photos captured per weekday © megapixels.cc'><div class='caption'> UCCS photos captured per weekday © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/uccs/assets/uccs_exif_plot.png' alt=' UCCS photos captured per 10-minute intervals per weekday © megapixels.cc'><div class='caption'> UCCS photos captured per 10-minute intervals per weekday © megapixels.cc</div></div></section><section><div class='columns columns-2'><div class='column'><h4>UCCS photos taken in 2012</h4> <table> <thead><tr> -<th>Year</th> -<th>Month</th> -<th>Day</th> <th>Date</th> -<th>Time Range</th> <th>Photos</th> </tr> </thead> <tbody> <tr> -<td>2012</td> -<td>Februay</td> -<td>---</td> -<td>23</td> -<td>-</td> +<td>Feb 23, 2012</td> <td>132</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>6</td> -<td>-</td> -<td>-</td> +<td>March 6, 2012</td> +<td>288</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>8</td> -<td>-</td> -<td>-</td> +<td>March 8, 2012</td> +<td>506</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>13</td> -<td>-</td> -<td>-</td> +<td>March 13, 2012</td> +<td>160</td> </tr> <tr> -<td>2012</td> -<td>Februay</td> -<td>---</td> -<td>23</td> -<td>-</td> -<td>132</td> +<td>March 20, 2012</td> +<td>1,840</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>6</td> -<td>-</td> -<td>-</td> +<td>March 22, 2012</td> +<td>445</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>8</td> -<td>-</td> -<td>-</td> +<td>April 3, 2012</td> +<td>1,639</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>13</td> -<td>-</td> -<td>-</td> +<td>April 12, 2012</td> +<td>14</td> </tr> <tr> -<td>2012</td> -<td>Februay</td> -<td>---</td> -<td>23</td> -<td>-</td> -<td>132</td> +<td>April 17, 2012</td> +<td>19</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>6</td> -<td>-</td> -<td>-</td> +<td>April 24, 2012</td> +<td>63</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>8</td> -<td>-</td> -<td>-</td> +<td>April 25, 2012</td> +<td>11</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>13</td> -<td>-</td> -<td>-</td> +<td>April 26, 2012</td> +<td>20</td> </tr> -<tr> -<td>2012</td> -<td>Februay</td> -<td>---</td> -<td>23</td> -<td>-</td> -<td>132</td> +</tbody> +</table> +</div><div class='column'><h4>UCCS photos taken in 2013</h4> +<table> +<thead><tr> +<th>Date</th> +<th>Photos</th> </tr> +</thead> +<tbody> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>6</td> -<td>-</td> -<td>-</td> +<td>Jan 28, 2013</td> +<td>1,056</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>8</td> -<td>-</td> -<td>-</td> +<td>Jan 29, 2013</td> +<td>1,561</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>13</td> -<td>-</td> -<td>-</td> +<td>Feb 13, 2013</td> +<td>739</td> </tr> <tr> -<td>2012</td> -<td>Februay</td> -<td>---</td> -<td>23</td> -<td>-</td> -<td>132</td> +<td>Feb 19, 2013</td> +<td>723</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>6</td> -<td>-</td> -<td>-</td> +<td>Feb 20, 2013</td> +<td>965</td> </tr> <tr> -<td>2012</td> -<td>March</td> -<td>---</td> -<td>8</td> -<td>-</td> -<td>-</td> +<td>Feb 26, 2013</td> +<td>736</td> </tr> </tbody> </table> -<p>2012-03-20 -2012-03-22 -2012-04-03 -2012-04-12 -2012-04-17 -2012-04-24 -2012-04-25 -2012-04-26 -2013-01-28 -2013-01-29 -2013-02-13 -2013-02-19 -2013-02-20 -2013-02-26</p> -</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/uccs/assets/uccs_mean_bboxes_comp.jpg' alt=' The pixel-average of all Uconstrained College Students images is shown with all 51,838 face annotations. (c) Adam Harvey'><div class='caption'> The pixel-average of all Uconstrained College Students images is shown with all 51,838 face annotations. (c) Adam Harvey</div></div></section><section> - - <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> - <p> - To help understand how UCCS has been used around the world for commercial, military and academic research; publicly available research citing UnConstrained College Students Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. - </p> - - </section> - -<section class="applet_container fullwidth"> - <div class="applet" data-payload="{"command": "map"}"></div> - -</section> - -<div class="caption"> - <ul class="map-legend"> - <li class="edu">Academic</li> - <li class="com">Commercial</li> - <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> - </ul> -</div> - -<!-- <section> - <p class='subp'> - [section under development] UCCS ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - <h3>Who used UCCS?</h3> - - <p> - This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. - </p> - - </section> - -<section class="applet_container"> -<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> -</div> --> - <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> - <div class="applet" data-payload="{"command": "piechart"}"></div> -</section><section class="applet_container"> - - <h3>Dataset Citations</h3> - <p> - The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. - </p> - - <div class="applet" data-payload="{"command": "citations"}"></div> -</section><section> - - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - - <h3>Supplementary Information</h3> - -</section><section><p>The original Sapkota and Boult dataset, from which UCCS is derived, received funding from<sup class="footnote-ref" id="fnref-funding_sb"><a href="#fn-funding_sb">1</a></sup>:</p> +</div></div></section><section><h3>Location</h3> +<p>The location of the camera and subjects can confirmed using the <em>Bellingcat method</em>. The visual clues that lead to location of the camera and subjects include the unique pattern of the sidewalk that is only used on the UCCS Pedestrian Spine near the West Lawn, the two UCCS sign poles with matching graphics still visible in Google Street View, the no parking sign and directionality of its arrow, the back of street sign next to it, the slight bend in the sidewalk, the presence of cars passing in the background of the image, and the far wall of the parking garage all match images in the dataset. The <a href="https://www.semanticscholar.org/paper/Large-scale-unconstrained-open-set-face-database-Sapkota-Boult/07fcbae86f7a3ad3ea1cf95178459ee9eaf77cb1">original papers</a> also provides another clue: a <a href="https://www.semanticscholar.org/paper/Large-scale-unconstrained-open-set-face-database-Sapkota-Boult/07fcbae86f7a3ad3ea1cf95178459ee9eaf77cb1/figure/1">picture of the camera</a> inside the office that was used to create the dataset. The window view in this image provides another match for the brick pattern on the north facade of the Kraember Family Library and the green metal fence along the sidewalk. View the <a href="https://www.google.com/maps/place/University+of+Colorado+Colorado+Springs/@38.8934297,-104.7992445,27a,35y,258.51h,75.06t/data=!3m1!1e3!4m5!3m4!1s0x87134fa088fe399d:0x92cadf3962c058c4!8m2!3d38.8968312!4d-104.8049528">location on Google Maps</a></p> +</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/uccs/assets/uccs_map.jpg' alt=' Location on campus where students were unknowingly photographed with a telephoto lens to be used for defense and intelligence agency funded research on face recognition. Image: Google Maps'><div class='caption'> Location on campus where students were unknowingly photographed with a telephoto lens to be used for defense and intelligence agency funded research on face recognition. Image: Google Maps</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/uccs/assets/uccs_map_3d.jpg' alt=' 3D view showing the angle of view of the surveillance camera used for UCCS dataset. Image: Google Maps'><div class='caption'> 3D view showing the angle of view of the surveillance camera used for UCCS dataset. Image: Google Maps</div></div></section><section><h3>Funding</h3> +<p>The UnConstrained College Students dataset is associated with two main research papers: "Large Scale Unconstrained Open Set Face Database" and "Unconstrained Face Detection and Open-Set Face Recognition Challenge". Collectively, these papers and the creation of the dataset have received funding from the following organizations:</p> <ul> <li>ONR (Office of Naval Research) MURI (The Department of Defense Multidisciplinary University Research Initiative) grant N00014-08-1-0638</li> <li>Army SBIR (Small Business Innovation Research) grant W15P7T-12-C-A210</li> <li>SOCOM (Special Operations Command) SBIR (Small Business Innovation Research) grant H92222-07-P-0020</li> -</ul> -<p>The more recent UCCS version of the dataset received funding from <sup class="footnote-ref" id="fnref-funding_uccs"><a href="#fn-funding_uccs">2</a></sup>:</p> -<ul> <li>National Science Foundation Grant IIS-1320956</li> <li>ODNI (Office of Director of National Intelligence)</li> <li>IARPA (Intelligence Advance Research Projects Activity) R&D contract 2014-14071600012</li> </ul> -<h3>TODO</h3> +<h3>Opting Out</h3> +<p>If you attended University of Colorado Colorado Springs and were captured by the long range surveillance camera used to create this dataset, there is unfortunately currently no way to be removed. The authors do not provide any options for students to opt-out nor were students informed they would be used for training face recognition. According to the authors, the lack of any consent or knowledge of participation is what provides part of the value of Unconstrained College Students Dataset.</p> +<h3>Ethics</h3> +<p>Please direct any questions about the ethics of the dataset to the University of Colorado Colorado Springs <a href="https://www.uccs.edu/compliance/">Ethics and Compliance Office</a></p> +<h3>Technical Details</h3> +<p>For further technical information about the dataset, visit the <a href="https://vast.uccs.edu/Opensetface">UCCS dataset project page</a>.</p> +<h2>Under Development</h2> <ul> -<li>add tabulator module for dates</li> -<li>parse dates into CSV using Python</li> -<li>get google image showing line of sight?</li> -<li>fix up quote/citations</li> +<li>adding more verified locations to map and charts</li> +<li>add EXIF file to CDN</li> </ul> -<h3>footnotes</h3> -<div class="footnotes"> -<hr> -<ol><li id="fn-funding_sb"><p>Sapkota, Archana and Boult, Terrance. "Large Scale Unconstrained Open Set Face Database." 2013.<a href="#fnref-funding_sb" class="footnote">↩</a></p></li> -<li id="fn-funding_uccs"><p>Günther, M. et. al. "Unconstrained Face Detection and Open-Set Face Recognition Challenge," 2018. Arxiv 1708.02337v3.<a href="#fnref-funding_uccs" class="footnote">↩</a></p></li> -</ol> -</div> -</section> +</section><section><ul class="footnotes"><li><a name="[^funding_sb]" class="footnote_shim"></a><span class="backlinks"><a href="#[^funding_sb]_1">a</a></span><p>Sapkota, Archana and Boult, Terrance. "Large Scale Unconstrained Open Set Face Database." 2013.</p> +</li><li><a name="[^funding_uccs]" class="footnote_shim"></a><span class="backlinks"><a href="#[^funding_uccs]_1">a</a><a href="#[^funding_uccs]_2">b</a></span><p>Günther, M. et. al. "Unconstrained Face Detection and Open-Set Face Recognition Challenge," 2018. Arxiv 1708.02337v3.</p> +</li></ul></section> </div> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/vgg_face2/index.html b/site/public/datasets/vgg_face2/index.html index d5c1d98c..321fb203 100644 --- a/site/public/datasets/vgg_face2/index.html +++ b/site/public/datasets/vgg_face2/index.html @@ -17,7 +17,7 @@ <a class='slogan' href="/"> <div class='logo'></div> <div class='site_name'>MegaPixels</div> - + <div class='splash'>Brainwash Dataset</div> </a> <div class='links'> <a href="/datasets/">Datasets</a> @@ -26,13 +26,83 @@ </header> <div class="content content-"> - <section><h1>VGG Face 2</h1> -</section><section><div class='meta'><div><div class='gray'>Years</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Identities</div><div>TBD</div></div><div><div class='gray'>Origin</div><div>TBD</div></div><div><div class='gray'>Funding</div><div>IARPA</div></div></div><section><section class='fullwidth'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/vgg_face2/assets/vgg_face2_index.gif' alt='...'><div class='caption'>...</div></div></section><section><h3>Analysis</h3> + <section><div class='left-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2015</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>11,917 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>Head detection</div> + </div><div class='meta'> + <div class='gray'>Created by</div> + <div>Stanford University (US), Max Planck Institute for Informatics (DE)</div> + </div><div class='meta'> + <div class='gray'>Funded by</div> + <div>Max Planck Center for Visual Computing and Communication</div> + </div><div class='meta'> + <div class='gray'>Download Size</div> + <div>4.1 GB</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='https://purl.stanford.edu/sx925dc9385' target='_blank' rel='nofollow noopener'>stanford.edu</a></div> + </div></div><h2>VGG Face 2</h2> +<p>[ page under development ]</p> +</section><section> + <h3>Who used Brainwash Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how Brainwash Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Brainwash Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section><h3>(ignore) research notes</h3> <ul> <li>The VGG Face 2 dataset includes approximately 1,331 actresses, 139 presidents, 16 wives, 3 husbands, 2 snooker player, and 1 guru</li> -</ul> -<h3>Names and descriptions</h3> -<ul> <li>The original VGGF2 name list has been updated with the results returned from Google Knowledge</li> <li>Names with a similarity score greater than 0.75 where automatically updated. Scores computed using <code>import difflib; seq = difflib.SequenceMatcher(a=a.lower(), b=b.lower()); score = seq.ratio()</code></li> <li>The 97 names with a score of 0.75 or lower were manually reviewed and includes name changes validating using Wikipedia.org results for names such as "Bruce Jenner" to "Caitlyn Jenner", spousal last-name changes, and discretionary changes to improve search results such as combining nicknames with full name when appropriate, for example changing "Aleksandar Petrović" to "Aleksandar 'Aco' Petrović" and minor changes such as "Mohammad Ali" to "Muhammad Ali"</li> @@ -56,11 +126,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/viper/index.html b/site/public/datasets/viper/index.html index 6d27b15b..ffce01fe 100644 --- a/site/public/datasets/viper/index.html +++ b/site/public/datasets/viper/index.html @@ -45,8 +45,8 @@ </div><div class='meta'> <div class='gray'>Website</div> <div><a href='https://vision.soe.ucsc.edu/node/178' target='_blank' rel='nofollow noopener'>ucsc.edu</a></div> - </div><div class='meta'><div><div class='gray'>Published</div><div>2007</div></div><div><div class='gray'>Images</div><div>1,264</div></div><div><div class='gray'>Persons</div><div>632</div></div><div><div class='gray'>Created by</div><div>UC Santa Cruz</div></div></div></div><h2>VIPeR Dataset</h2> -<p>(PAGE UNDER DEVELOPMENT)</p> + </div></div><h2>VIPeR Dataset</h2> +<p>[ page under development ]</p> <p><em>VIPeR (Viewpoint Invariant Pedestrian Recognition)</em> is a dataset of pedestrian images captured at University of California Santa Cruz in 2007. Accoriding to the reserachers 2 "cameras were placed in different locations in an academic setting and subjects were notified of the presence of cameras, but were not coached or instructed in any way."</p> <p>VIPeR is amongst the most widely used publicly available person re-identification datasets. In 2017 the VIPeR dataset was combined into a larger person re-identification created by the Chinese University of Hong Kong called PETA (PEdesTrian Attribute).</p> </section><section> @@ -62,30 +62,24 @@ <!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> </div> --> <div class="applet" data-payload="{"command": "chart"}"></div> -</section><section class="applet_container"> +</section> + +<section class="applet_container"> <div class="applet" data-payload="{"command": "piechart"}"></div> -</section><section> +</section> + +<section> <h3>Biometric Trade Routes</h3> -<!-- - <div class="map-sidebar right-sidebar"> - <h3>Legend</h3> - <ul> - <li><span style="color: #f2f293">■</span> Industry</li> - <li><span style="color: #f30000">■</span> Academic</li> - <li><span style="color: #3264f6">■</span> Government</li> - </ul> - </div> - --> + <p> - To help understand how VIPeR has been used around the world for commercial, military and academic research; publicly available research citing Viewpoint Invariant Pedestrian Recognition is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location. + To help understand how VIPeR has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Viewpoint Invariant Pedestrian Recognition was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. </p> </section> <section class="applet_container fullwidth"> <div class="applet" data-payload="{"command": "map"}"></div> - </section> <div class="caption"> @@ -93,25 +87,12 @@ <li class="edu">Academic</li> <li class="com">Commercial</li> <li class="gov">Military / Government</li> - <li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li> </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > </div> -<!-- <section> - <p class='subp'> - [section under development] VIPeR ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo. - </p> -</section> - --><section> - <div class="hr-wave-holder"> - <div class="hr-wave-line hr-wave-line1"></div> - <div class="hr-wave-line hr-wave-line2"></div> - </div> - - <h3>Supplementary Information</h3> - -</section><section class="applet_container"> +<section class="applet_container"> <h3>Dataset Citations</h3> <p> @@ -125,11 +106,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/datasets/youtube_celebrities/index.html b/site/public/datasets/youtube_celebrities/index.html index ee11f3c0..b19add4e 100644 --- a/site/public/datasets/youtube_celebrities/index.html +++ b/site/public/datasets/youtube_celebrities/index.html @@ -26,18 +26,68 @@ </header> <div class="content content-"> - <section><h1>YouTube Celebrities</h1> -</section><section><div class='meta'><div><div class='gray'>Years</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Identities</div><div>TBD</div></div><div><div class='gray'>Origin</div><div>YouTube.com</div></div><div><div class='gray'>Funded by</div><div>CIA, US Army</div></div></div><section><section><p>TODO</p> -<p>RESEARCH below these lines</p> -<blockquote><p>Selected dataset sequences: (a) MBGC, (b) CMU MoBo, (c) First -Honda/UCSD, and (d) YouTube Celebrities. -This research is supported by the Central Intelligence Agency, the Biometrics + <section><div class='left-sidebar'></div><h2>YouTube Celebrities</h2> +<p>[ page under development ]</p> +</section><section> + <h3>Who used YouTube Celebrities?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Biometric Trade Routes</h3> + + <p> + To help understand how YouTube Celebrities has been used around the world by commercial, military, and academic organizations; existing publicly available research citing YouTube Celebrities was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section><h4>Notes...</h4> +<ul> +<li>Selected dataset sequences: (a) MBGC, (b) CMU MoBo, (c) First +Honda/UCSD, and (d) YouTube Celebrities.</li> +<li>This research is supported by the Central Intelligence Agency, the Biometrics Task Force and the Technical Support Working Group through US Army contract W91CRB-08-C-0093. The opinions, (cid:12)ndings, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily re(cid:13)ect -the views of our sponsors.</p> -</blockquote> -<ul> +the views of our sponsors.</li> <li>in "Face Recognition From Video Draft 17"</li> <li>International Journal of Pattern Recognition and Artifcial Intelligence WorldScientific Publishing Company</li> </ul> @@ -47,11 +97,10 @@ the views of our sponsors.</p> <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/index.html b/site/public/index.html index 11ff7279..118814be 100644 --- a/site/public/index.html +++ b/site/public/index.html @@ -27,7 +27,7 @@ </div> <footer> <div> - MegaPixels is an art and research project by Adam Harvey about the origins and ethics of facial analysis datasets, developed in partnership with Mozilla. + MegaPixels is a research project by Adam Harvey about facial recognition datasets, developed in partnership with Mozilla. </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/info/index.html b/site/public/info/index.html index eb78b260..749c29ba 100644 --- a/site/public/info/index.html +++ b/site/public/info/index.html @@ -34,11 +34,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. Harvey / diff --git a/site/public/research/00_introduction/index.html b/site/public/research/00_introduction/index.html index 43f95d2a..353e3270 100644 --- a/site/public/research/00_introduction/index.html +++ b/site/public/research/00_introduction/index.html @@ -41,7 +41,12 @@ </div> </section> - <section><div class='meta'><div><div class='gray'>Posted</div><div>Dec. 15</div></div><div><div class='gray'>Author</div><div>Adam Harvey</div></div></div><section><section><h3>Motivation</h3> + <section><div class='meta'><div><div class='gray'>Posted</div><div>Dec. 15</div></div><div><div class='gray'>Author</div><div>Adam Harvey</div></div></div><section><section><p>Facial recognition is a scam.</p> +<p>During the last 20 years commericial, academic, and governmental agencies have promoted the false dream of a future with face recognition. This essay debunks the popular myth that such a thing ever existed.</p> +<p>There is no such thing as <em>face recognition</em>. For the last 20 years, government agencies, commercial organizations, and academic institutions have played the public as a fool, selling a roadmap of the future that simply does not exist. Facial recognition, as it is currently defined, promoted, and sold to the public, government, and commercial sector is a scam.</p> +<p>Committed to developing robust solutions with superhuman accuracy, the industry has repeatedly undermined itself by never actually developing anything close to "face recognition".</p> +<p>There is only biased feature vector clustering and probabilistic thresholding.</p> +<h3>Motivation</h3> <p>Ever since government agencies began developing face recognition in the early 1960's, datasets of face images have always been central to developing and validating face recognition technologies. Today, these datasets no longer originate in labs, but instead from family photo albums posted on photo sharing sites, surveillance camera footage from college campuses, search engine queries for celebrities, cafe livestreams, or <a href="https://www.theverge.com/2017/8/22/16180080/transgender-youtubers-ai-facial-recognition-dataset">videos on YouTube</a>.</p> <p>During the last year, hundreds of these facial analysis datasets created "in the wild" have been collected to understand how they contribute to a global supply chain of biometric data that is powering the global facial recognition industry.</p> <p>While many of these datasets include public figures such as politicians, athletes, and actors; they also include many non-public figures: digital activists, students, pedestrians, and semi-private shared photo albums are all considered "in the wild" and fair game for research projects. Some images are used with creative commons licenses, yet others were taken in unconstrained scenarios without awareness or consent. At first glance it appears many of the datasets were created for seemingly harmless academic research, but when examined further it becomes clear that they're also used by foreign defense agencies.</p> @@ -80,11 +85,10 @@ <footer> <div> <a href="/">MegaPixels.cc</a> - <a href="/about/disclaimer/">Disclaimer</a> - <a href="/about/terms/">Terms of Use</a> - <a href="/about/privacy/">Privacy</a> + <a href="/datasets/">Datasets</a> <a href="/about/">About</a> - <a href="/about/team/">Team</a> + <a href="/about/press/">Press</a> + <a href="/about/legal/">Legal and Privacy</a> </div> <div> MegaPixels ©2017-19 Adam R. 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