From 04677d60e9e867a6d02fa2c99f07f83dff6e6005 Mon Sep 17 00:00:00 2001 From: Adam Harvey Date: Wed, 3 Apr 2019 14:33:26 +0200 Subject: add oxford --- .../oxford_town_centre/assets/background.jpg | Bin 0 -> 108438 bytes .../datasets/oxford_town_centre/assets/index.jpg | Bin 0 -> 13077 bytes .../assets/surveillance_camera.jpg | Bin 0 -> 229342 bytes .../pages/datasets/oxford_town_centre/index.md | 73 +++++++++++++++++++++ 4 files changed, 73 insertions(+) create mode 100644 site/content/pages/datasets/oxford_town_centre/assets/background.jpg create mode 100644 site/content/pages/datasets/oxford_town_centre/assets/index.jpg create mode 100644 site/content/pages/datasets/oxford_town_centre/assets/surveillance_camera.jpg create mode 100644 site/content/pages/datasets/oxford_town_centre/index.md (limited to 'site/content/pages/datasets') diff --git a/site/content/pages/datasets/oxford_town_centre/assets/background.jpg b/site/content/pages/datasets/oxford_town_centre/assets/background.jpg new file mode 100644 index 00000000..911dd164 Binary files /dev/null and b/site/content/pages/datasets/oxford_town_centre/assets/background.jpg differ diff --git a/site/content/pages/datasets/oxford_town_centre/assets/index.jpg b/site/content/pages/datasets/oxford_town_centre/assets/index.jpg new file mode 100644 index 00000000..1bd43ba6 Binary files /dev/null and b/site/content/pages/datasets/oxford_town_centre/assets/index.jpg differ diff --git a/site/content/pages/datasets/oxford_town_centre/assets/surveillance_camera.jpg b/site/content/pages/datasets/oxford_town_centre/assets/surveillance_camera.jpg new file mode 100644 index 00000000..72bdcbf9 Binary files /dev/null and b/site/content/pages/datasets/oxford_town_centre/assets/surveillance_camera.jpg differ diff --git a/site/content/pages/datasets/oxford_town_centre/index.md b/site/content/pages/datasets/oxford_town_centre/index.md new file mode 100644 index 00000000..b3ff0f41 --- /dev/null +++ b/site/content/pages/datasets/oxford_town_centre/index.md @@ -0,0 +1,73 @@ +------------ + +status: published +title: Oxford Town Centre +desc: Oxford Town Centre is a dataset of surveillance camera footage from Cornmarket St Oxford, England +subdesc: The Oxford Town Centre dataset includes +slug: oxford_town_centre +cssclass: dataset +image: assets/background.jpg +year: 2015 +published: 2019-2-23 +updated: 2019-2-23 +authors: Adam Harvey + +------------ + +### sidebar + ++ Published: 20111 ++ Identities: 2200 ++ Created by: University of Oxford ++ Purpose: Person detection, gaze estimation, crowd tracking ++ Download Size: 118MB ++ Website: robots.ox.ac.uk + + +## Oxford Town Centre + +[ page under development ] + +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. [^ben_benfold_orig] + +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 ([map](https://www.google.com/maps/@51.7528347,-1.2581078,3a,90y,324.38h,101.91t/data=!3m6!1e1!3m4!1s3uTXi12qVnI35DnDJbDofg!2e0!7i13312!8i6656)). Based on an analysis of the papers that use or cite this dataset [^guiding_surveillance] 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. + +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. + +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. + + +![caption: Footage from this public CCTV camera was used to create the Oxford Town Centre dataset. Image source Google Sreet View](assets/surveillance_camera.jpg) + +{% include 'chart.html' %} + +{% include 'piechart.html' %} + +{% include 'map.html' %} + +{% include 'citations.html' %} + +{% include 'supplementary_header.html' %} + +Several researchers have posted their demo videos using the Oxford Town Centre dataset on YouTube: +- [Multi target tracking on Oxford Dataset](https://www.youtube.com/watch?v=nO-3EM9dEd4) +- [Multi-pedestrian tracking (TownCentre dataset)]https://www.youtube.com/watch?v=nO-3EM9dEd4 +- [Multiple object tracking with kalman tracker and sort](https://www.youtube.com/watch?v=SKXk6uB8348) +- [Multi target tracking on Oxford dataset](https://www.youtube.com/watch?v=RM_RdXH7pSY) +- [towncentre](https://www.youtube.com/watch?v=ErLtfUAJA8U) +- [VTD - towncenter.avi](https://www.youtube.com/watch?v=LwMOmqvhnoc) + + +[ add visualization ] + + +TODO + +- make visualization +- add license info + + +### Footnotes + +[^ben_benfold_orig]: Benfold, Ben and Reid, Ian. "Stable Multi-Target Tracking in Real-Time Surveillance Video". CVPR 2011. Pages 3457-3464. +[^guiding_surveillance]: "Guiding Visual Surveillance by Tracking Human Attention". 2009. -- cgit v1.2.3-70-g09d2