6 files changed, 443 insertions, 0 deletions
diff --git a/datasets/citations-1.csv b/datasets/citations-1.csv
new file mode 100644
index 00000000..f9400fcd
--- /dev/null
+++ b/datasets/citations-1.csv
@@ -0,0 +1,77 @@
+Database Name,Title,Journal/Pub/Conference,Year,Pages,Volume,Author1,Author2,Author3,Author4,Author5,Author 6,PDF,Priority,URL,bibtex_reference_only,notes
+PIE,"The CMU Pose, Illumination, and Expression Database",IEEE Transactions on Pattern Analysis and Machine Intelligence,Dec 2003,"25, No. 12",,T. Sim,S. Baker,M. Bsat,,,,,,http://www.cs.cmu.edu/~simonb/pie_db/pami.pdf,,
+YouTubeFaces,Face Recognition in Unconstrained Videos with Matched Background Similarity,IEEE Conf. on Computer Vision and Pattern Recognition (CVPR),2011,,,Lior Wolf,Tal Hassner,Itay Maoz,,,,,,,,
+Names and Faces,Who's in the Picture ,NIPS,2004,,,Tamara L. Berg,Alexander C. Berg,Jaety Edwards,David A. Forsyth,,,,2,http://www.cs.berkeley.edu/%7Eaberg/papers/berg_whos_in_the_picture.pdf,,
+RaFD ,Presentation and validation of the Radboud Faces Database,Cognition & Emotion,2010,1377-1388,24.8,"Langner, O.","Dotsch, R."," Bijlstra, G.","Wigboldus, D.H.J.","Hawk, S.T.","van Knippenberg, A.",,,http://dx.doi.org/10.1080/02699930903485076,DOI: 10.1080/02699930903485076,
+MIFS,Spoofing Faces Using Makeup: An Investigative Study,"Proc. of 3rd IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), (New Delhi, India)",2017,,,C. Chen,A. Dantcheva,T. Swearingen,A. Ross,,,,,http://www.cse.msu.edu/~rossarun/pubs/ChenFaceMakeupSpoof_ISBA2017.pdf,,
+MegaFace 2,The MegaFace Benchmark: 1 Million Faces for Recognition at Scale,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016,,,"Kemelmacher-Shlizerman, Ira","Seitz, Steven M","Miller, Daniel","Brossard, Evan",,,,If you're using or participating in Challenge 1 please cite:,http://megaface.cs.washington.edu/KemelmacherMegaFaceCVPR16.pdf,"@inproceedings{kemelmacher2016megaface,
+title={The megaface benchmark: 1 million faces for recognition at scale},
+author={Kemelmacher-Shlizerman, Ira and Seitz, Steven M and Miller, Daniel and Brossard, Evan},
+booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
+pages={4873--4882},
+year={2016}
+}",
+CMDP,Distance Estimation of an Unknown Person from a Portrait ,"ECCV 2014, Zurich, Switzerland",2014,,,X. P. Burgos-Artizzu,M.R. Ronchi,P. Perona,,,,,,http://www.vision.caltech.edu/~mronchi/papers/ECCV14_FaceDistancePortrait_PAPER.pdf,"@incollection{perona2014PortraitDistanceEstimation,
+  title={Distance Estimation of an Unknown Person from a Portrait},
+  author={Xavier P. Burgos-Artizzu, Matteo Ruggero Ronchi and Pietro Perona},
+  booktitle={Computer Vision--ECCV 2014},
+  pages={313--327},
+  year={2014},
+  publisher={Springer}
+}
+",
+MORPH non-commercial,MORPH: A Longitudinal Image Database of Normal Adult Age-Progression,"IEEE 7th International Conference on Automatic Face and Gesture Recognition, Southampton, UK",2006,341-345,,Karl Ricanek Jr,Tamirat Tesafaye,,,,,,,,,
+CK+,The Extended Cohn-Kanade Dataset (CK+): A complete expression dataset for action unit and emotion-specified expression,"Proceedings of the Third International Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB 2010), San Francisco, USA",2010,94-101,,"Ambadar, Z.","Cohn, J.F.","Kanade, T.","Lucey, P.","Matthews, I.A.","Saragih, J.M.",,,http://ieeexplore.ieee.org/document/5543262/,"@article{Lucey2010TheEC,
+  title={The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression},
+  author={Patrick Lucey and Jeffrey F. Cohn and Takeo Kanade and Jason M. Saragih and Zara Ambadar and Iain A. Matthews},
+  journal={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops},
+  year={2010},
+  pages={94-101}
+}",
+LFWP,Localizing Parts of Faces Using a Consensus of Exemplars,Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2011,,,Peter N. Belhumeur,"David W. Jacobs,",David J. Kriegman,Neeraj Kumar,,,,,http://neerajkumar.org/projects/face-parts/base/papers/nk_cvpr2011_faceparts.pdf,,
+Adience,Age and Gender Estimation of Unfiltered Faces,"Transactions on Information Forensics and Security (IEEE-TIFS), special issue on Facial Biometrics in the Wild",2014,2170 - 2179,9,Eran Eidinger,Roee Enbar, Tal Hassner,,,,,,http://www.openu.ac.il/home/hassner/Adience/EidingerEnbarHassner_tifs.pdf,,
+300-W,300 Faces in-the-Wild Challenge: The first facial landmark localization Challenge,"Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV-W), 300 Faces in-the-Wild Challenge (300-W). Sydney, Australia",2013,,,C. Sagonas,G. Tzimiropoulos,S. Zafeiriou,M. Pantic,,,,2,,,
+AFW,"Face detection, pose estimation and landmark localization in the wild","Computer Vision and Pattern Recognition (CVPR) Providence, Rhode Island,",2012,,,X. Zhu,D. Ramanan,,,,,,,http://www.ics.uci.edu/~xzhu/paper/face-cvpr12.pdf,,
+MsCeleb,MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition,European Conference on Computer Vision,2016,,,"Guo, Yandong","Zhang, Lei","Hu, Yuxiao","He, Xiaodong","Gao, Jianfeng",,,,https://www.microsoft.com/en-us/research/wp-content/uploads/2016/08/MSCeleb-1M-a.pdf,"@INPROCEEDINGS { guo2016msceleb,
+            author = {Guo, Yandong and Zhang, Lei and Hu, Yuxiao and He, Xiaodong and Gao, Jianfeng},
+            title = {M{S}-{C}eleb-1{M}: A Dataset and Benchmark for Large Scale Face Recognition},
+            booktitle = {European Conference on Computer Vision},
+            year = {2016},
+            organization={Springer}}",
+LAG,Large Age-Gap Face Verification by Feature Injection in Deep Networks,Pattern Recognition Letters,2017,36-42,90,Simone Bianco,,,,,,bianco2017large-age.pdf,,http://www.ivl.disco.unimib.it/activities/large-age-gap-face-verification/,,
+IMDB,DEX: Deep EXpectation of apparent age from a single image,IEEE International Conference on Computer Vision Workshops (ICCVW),Dec 2015,,,Rasmus Rothe,Radu Timofte,Luc Van Gool,,,,,2,,"@InProceedings{Rothe-ICCVW-2015,
+  author = {Rasmus Rothe and Radu Timofte and Luc Van Gool},
+  title = {DEX: Deep EXpectation of apparent age from a single image},
+  booktitle = {IEEE International Conference on Computer Vision Workshops (ICCVW)},
+  year = {2015},
+  month = {December},
+}",
+IMDB,Deep expectation of real and apparent age from a single image without facial landmarks,International Journal of Computer Vision (IJCV),Jul 2016,,,Rasmus Rothe,Radu Timofte,Luc Van Gool,,,,,1,,"@article{Rothe-IJCV-2016,
+  author = {Rasmus Rothe and Radu Timofte and Luc Van Gool},
+  title = {Deep expectation of real and apparent age from a single image without facial landmarks},
+  journal = {International Journal of Computer Vision (IJCV)},
+  year = {2016},
+  month = {July},
+}",
+UMD,UMDFaces: An Annotated Face Dataset for Training Deep Networks,Arxiv preprint,2016,,,Ankan Bansal,Anirudh Nanduri,Carlos D Castillo,Rajeev Ranjan,Rama Chellappa,,,1,https://arxiv.org/abs/1611.01484v2,"@article{bansal2016umdfaces,
+			title={UMDFaces: An Annotated Face Dataset for Training Deep Networks},
+			author={Bansal, Ankan and Nanduri, Anirudh and Castillo, Carlos D and Ranjan, Rajeev and Chellappa, Rama}
+			journal={arXiv preprint arXiv:1611.01484v2},
+			year={2016}
+			}",
+LFW,Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments.,"University of Massachusetts, Amherst, Technical Report ",2007,07-49,,Gary B. Huang,Manu Ramesh,Tamara Berg,Erik Learned-Miller,,,,,http://vis-www.cs.umass.edu/lfw/lfw.pdf,,various citaton depending on various datasets provided. Citation used here was first one published in 2007
+CelebA,From Facial Parts Responses to Face Detection: A Deep Learning Approach,"in IEEE International Conference on Computer Vision (ICCV),",2015,,,S. Yang,P. Luo,C. C. Loy,X. Tang,,,,,https://arxiv.org/abs/1509.06451,"The following paper employed CelebA for face detection. (linked on the project website) @inproceedings{liu2015faceattributes,
+ author = {Ziwei Liu and Ping Luo and Xiaogang Wang and Xiaoou Tang},
+ title = {Deep Learning Face Attributes in the Wild},
+ booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
+ month = December,
+ year = {2015} 
+}",
+UMD,The Do's and Don'ts for CNN-based Face Verification,Arxiv preprint,2017,,,Ankan Bansal,Carlos Castillo,"Rajeev Ranjan,",Rama Chellappa,,,,2,https://arxiv.org/abs/1705.07426,"@article{bansal2017dosanddonts,
+			title = {The Do's and Don'ts for CNN-based Face Verification},
+			author = {Bansal, Ankan and Castillo, Carlos and Ranjan, Rajeev and Chellappa, Rama},
+			journal = {arXiv preprint arXiv:1705.07426},
+			year = {2017}
+			}",
+Yale Face Database B,From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose,PAMI,2001,,,Athinodoros Georghiades,Peter Belhumeur,David Kriegman,,,,,,,,
+CAISA Webface,Learning Face Representation from Scratch,arXiv preprint arXiv:1411.7923.,2014,,,Dong Yi,Zhen Lei, Shengcai Liao,Stan Z. Li,,,,,https://arxiv.org/abs/1411.7923,,
diff --git a/datasets/citations-2.csv b/datasets/citations-2.csv
new file mode 100644
index 00000000..ec11b2d0
--- /dev/null
+++ b/datasets/citations-2.csv
@@ -0,0 +1,89 @@
+Database Name,Title,Journal/Pub/Conference,Year,Pages,Volume,Author1,Author2,Author3,Author4,Author5,Author 6,PDF,Priority,URL,bibtex_reference_only,notes
+COFW,Robust face landmark estimation under occlusion ,"ICCV 2013, Sydney, Australia",2013,,,X. P. Burgos-Artizzu,P. Perona,P. Dollár,,,,,,http://www.vision.caltech.edu/%7Expburgos/papers/ICCV13%20Burgos-Artizzu.pdf,,
+Names and Faces,Names and Faces ,U.C. Berkeley Technical Report,Jan. 2007,,,Tamara L. Berg,Alexander C. Berg,Jaety Edwards,Michael Maire,Ryan White,"Yee Whye Teh, Erik Learned-Miller, David A. Forsyth",,1,http://www.cs.berkeley.edu/%7Eaberg/papers/journal_berg.pdf,,
+FaceTracer,FaceTracer: A Search Engine for Large Collections of Images with Faces,European Conference on Computer Vision (ECCV),2008,340-353,,N. Kumar,P. N. Belhumeur,S. K. Nayar,,,,,1,http://www1.cs.columbia.edu/CAVE/publications/pdfs/Kumar_ECCV08.pdf,,
+MIW,Automatic Facial Makeup Detection with Application in Face Recognition,"Proc. of 6th IAPR International Conference on Biometrics (ICB), (Madrid, Spain)",2013,,,C. Chen,A. Dantcheva,A. Ross,,,,,,https://www.cse.msu.edu/~rossarun/pubs/ChenMakeupDetection_ICB2013.pdf,,
+SVW,Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis,"Proc. International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia",2015,,,Seyed Morteza Safdarnejad, Xiaoming Liu, Lalita Udpa, Brooks Andrus,"John Wood,",Dean Craven,,,http://cvlab.cse.msu.edu/pdfs/Morteza_FG2015.pdf," @inproceedings{ sports-videos-in-the-wild-svw-a-video-dataset-for-sports-analysis,
+  author = { Seyed Morteza Safdarnejad and Xiaoming Liu and Lalita Udpa and Brooks Andrus and John Wood and Dean Craven },
+  title = { Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis },
+  booktitle = { Proc. International Conference on Automatic Face and Gesture Recognition },
+  address = { Ljubljana, Slovenia },
+  month = { May },
+  year = { 2015 },
+} ",
+LFW-a,,,,,,,,,,,,,,,Comply with any instructions specified for the original LFW data set,
+Helen,Interactive Facial Feature Localization,ECCV,2012,,,Vuong Le,Jonathan Brandt,Zhe Lin,Lubomir Boudev,Thomas S. Huang,,,,http://www.ifp.illinois.edu/~vuongle2/helen/eccv2012_helen_final.pdf,,
+Caltech 10K Web Faces,Pruning Training Sets for Learning of Object Categories,Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2005,,,Anelia Angelova,Yaser Abu-Mostafa,Pietro Perona,,,,,,http://www.vision.caltech.edu/anelia/DataPruning/Angelova05DataPruning.pdf,This is a paper using the dataset (linked on the project website),
+FaceTracer,Face Swapping: Automatically Replacing Faces in Photographs,ACM Trans. on Graphics (also Proc. of ACM SIGGRAPH),2008,,,D. Bitouk,N. Kumar,S. Dhillon,P.N. Belhumeur,S. K. Nayar,,,2,http://www1.cs.columbia.edu/CAVE/publications/pdfs/Bitouk_SIGGRAPH08.pdf,,
+HRT Transgender Database,Is the Eye Region More Reliable Than the Face? A Preliminary Study of Face-based Recognition on a Transgender Dataset,"In Proc. of IEEE Intl. Conf. on Biometrics: Theory, Applications, and Systems",2013,,,Gayathri Mahalingam,Karl Ricanek Jr.,,,,,,,https://pdfs.semanticscholar.org/b066/733d533250f4ddafd22c12456def7fa24f4c.pdf,,
+MUCT,The MUCT Landmarked Face Database,Pattern Recognition Association of South Africa,2010,,,,S. Milborrow,J. Morkel,F. Nicolls,,,,,http://www.milbo.org/muct/The-MUCT-Landmarked-Face-Database.pdf,"@article{Milborrow10,
+  author={S. Milborrow and J. Morkel and F. Nicolls},
+  title={{The MUCT Landmarked Face Database}},
+  journal={Pattern Recognition Association of South Africa},
+  year=2010,
+  note={\url{http://www.milbo.org/muct}}
+}",
+AFLW,"Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization",,,,,Martin Koestinger,Paul Wohlhart,Peter M. Roth,Horst Bischof,,,,,https://files.icg.tugraz.at/seafhttp/files/d18813db-78c3-46a9-8614-bc0c8d428114/koestinger_befit_11.pdf,"@INPROCEEDINGS{koestinger11a,
+  author = {Martin Koestinger, Paul Wohlhart, Peter M. Roth and Horst Bischof},
+  title = {{Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization}},
+  booktitle = {{Proc. First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies}},
+  year = {2011}
+} ",
+PIPA,Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues,arXiv:1501.05703 [cs.CV],2015,,,Ning Zhang, Manohar Paluri,Yaniv Taigman,Rob Fergus,Lubomir Bourdev,,,,https://arxiv.org/pdf/1501.05703.pdf,"@inproceedings{piper,
+        Author = {Ning Zhang and Manohar Paluri and Yaniv Taigman and Rob Fergus and Lubomir Bourdev},
+        Title = {Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues},
+        Eprint = {arXiv:1501.05703},
+        Year = {2015}}",
+UCF101,UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild,CRCV-TR-12-01,2012,,,"Soomro, K.","Roshan Zamir, A.","Shah, M.",,,,,2,,"@inproceedings{UCF101,
+   author = {Soomro, K. and Roshan Zamir, A. and Shah, M.},
+   booktitle = {CRCV-TR-12-01},
+   title = {{UCF101}: A Dataset of 101 Human Actions Classes From
+   Videos in The Wild},
+   year = {2012}}",
+YMU,Can Facial Cosmetics Affect the Matching Accuracy of Face Recognition Systems?,"Proc. of 5th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), (Washington DC, USA)",2012,,,A. Dantcheva,C. Chen,A. Ross,,,,,1,https://www.cse.msu.edu/~rossarun/pubs/DantchevaChenRossFaceCosmetics_BTAS2012.pdf,,
+FDDB,FDDB: A Benchmark for Face Detection in Unconstrained Settings,"Technical Report UM-CS-2010-009, Dept. of Computer Science, University of Massachusetts",2010,,,Vidit Jain,Erik Learned-Mille,,,,,,,http://vis-www.cs.umass.edu/fddb/fddb.pdf,"@TechReport{fddbTech,
+  author = {Vidit Jain and Erik Learned-Miller},
+  title =  {FDDB: A Benchmark for Face Detection in Unconstrained Settings},
+  institution =  {University of Massachusetts, Amherst},
+  year = {2010},
+  number = {UM-CS-2010-009}
+  }",
+Hipsterwars,Hipster Wars: Discovering Elements of Fashion Styles.,In European Conference on Computer Vision,2014,,,M. Hadi Kiapour,Kota Yamaguchi,Alexander C. Berg,Tamara L. Berg,,,,,http://tamaraberg.com/papers/hipster_eccv14.pdf,"@inproceedings{
+            HipsterWarsECCV14,
+            title     = {Hipster Wars: Discovering Elements of Fashion Styles}
+            author    = {M. Hadi Kiapour, Kota Yamaguchi, Alexander C. Berg, Tamara L. Berg},
+            booktitle={European Conference on Computer Vision},
+            year      = {2014}
+            }",
+LAG,Large Age-Gap Face Verification by Feature Injection in Deep Networks,In Pattern Recognition Letters,2017,36-42,90,Simone Bianco,,,,,,,,http://www.ivl.disco.unimib.it/download/bianco2017large-age.pdf,,
+CMDP,Distance Estimation of an Unknown Person from a Portrait,ECCV 2014,2014,,,X. P. Burgos-Artizzu,M.R. Ronchi,P. Perona,,,,,,,,
+Columbia Gaze Data Set,Gaze Locking: Passive Eye Contact Detection for Human–Object Interaction,ACM Symposium on User Interface Software and Technology (UIST),2013,271-280,,B.A. Smith,Q. Yin,S.K. Feiner,S.K. Nayar,,,,,http://www.cs.columbia.edu/~brian/publications/gaze_locking.html,,
+IJB-A,"Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A
+",Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition,2015,1931-1939,07-12-June-2015,"Klare, B. F.","Klein, B.","Taborsky, E.","Blanton, A.","Cheney, J.","Allen, K., ... Jain, A. K.",,,http://ieeexplore.ieee.org/document/7298803/,"DOI: 10.1109/CVPR.2015.7298803 @inbook{882e95bdca414797b4a8e2bfcb5b1fa4,
+title = ""Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A"",
+abstract = ""Rapid progress in unconstrained face recognition has resulted in a saturation in recognition accuracy for current benchmark datasets. While important for early progress, a chief limitation in most benchmark datasets is the use of a commodity face detector to select face imagery. The implication of this strategy is restricted variations in face pose and other confounding factors. This paper introduces the IARPA Janus Benchmark A (IJB-A), a publicly available media in the wild dataset containing 500 subjects with manually localized face images. Key features of the IJB-A dataset are: (i) full pose variation, (ii) joint use for face recognition and face detection benchmarking, (iii) a mix of images and videos, (iv) wider geographic variation of subjects, (v) protocols supporting both open-set identification (1:N search) and verification (1:1 comparison), (vi) an optional protocol that allows modeling of gallery subjects, and (vii) ground truth eye and nose locations. The dataset has been developed using 1,501,267 million crowd sourced annotations. Baseline accuracies for both face detection and face recognition from commercial and open source algorithms demonstrate the challenge offered by this new unconstrained benchmark."",
+author = ""Klare, {Brendan F.} and Ben Klein and Emma Taborsky and Austin Blanton and Jordan Cheney and Kristen Allen and Patrick Grother and Alan Mah and Mark Burge and Jain, {Anil K.}"",
+year = ""2015"",
+month = ""10"",
+doi = ""10.1109/CVPR.2015.7298803"",
+isbn = ""9781467369640"",
+volume = ""07-12-June-2015"",
+pages = ""1931--1939"",
+booktitle = ""Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition"",
+publisher = ""IEEE Computer Society"",
+
+}
+",
+AgeDB,"AgeDB: the first manually collected, in-the-wild age database",Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR-W 2017,2017,,,S. Moschoglou,A. Papaioannou,C. Sagonas,J. Deng,I. Kotsia, S. Zafeiriou,,,http://openaccess.thecvf.com/content_cvpr_2017_workshops/w33/papers/Moschoglou_AgeDB_The_First_CVPR_2017_paper.pdf,"@inproceedings{AgeDB,
+    author = {S. Moschoglou and A. Papaioannou and C. Sagonas and J. Deng and I. Kotsia and S. Zafeiriou},
+    address = {Honolulu, Hawaii},
+    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR-W 2017)},
+    month = {June},
+    title = {AgeDB: the first manually collected, in-the-wild age database},
+    year = {2017},
+}",
+WIDER FACE,WIDER FACE: A Face Detection Benchmark,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016,,,"Yang, Shuo and Luo, Ping and Loy, Chen Change and Tang, Xiaoou",,,,,,,,,"@inproceedings{yang2016wider,
+	Author = {Yang, Shuo and Luo, Ping and Loy, Chen Change and Tang, Xiaoou},
+	Booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
+	Title = {WIDER FACE: A Face Detection Benchmark},
+	Year = {2016}}",
diff --git a/datasets/citations-2018310.csv b/datasets/citations-2018310.csv
new file mode 100644
index 00000000..68a3ae3e
--- /dev/null
+++ b/datasets/citations-2018310.csv
@@ -0,0 +1,215 @@
+Database Name,Title,Journal/Pub/Conference,Year,Pages,Volume,Author1,Author2,Author3,Author4,Author5,Author 6,PDF,Priority,URL,bibtex_reference_only,notes
+LAG,Large Age-Gap Face Verification by Feature Injection in Deep Networks,Pattern Recognition Letters,2017,36-42,90,Simone Bianco,,,,,,bianco2017large-age.pdf,,http://www.ivl.disco.unimib.it/activities/large-age-gap-face-verification/,,
+YouTubeFaces,Face Recognition in Unconstrained Videos with Matched Background Similarity,IEEE Conf. on Computer Vision and Pattern Recognition (CVPR),2011,,,Lior Wolf,Tal Hassner,Itay Maoz,,,,,,,,
+LFW,Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments.,"University of Massachusetts, Amherst, Technical Report ",2007,07-49,,Gary B. Huang,Manu Ramesh,Tamara Berg,Erik Learned-Miller,,,,,http://vis-www.cs.umass.edu/lfw/lfw.pdf,,various citaton depending on various datasets provided. Citation used here was first one published in 2007
+HRT Transgender Database,Is the Eye Region More Reliable Than the Face? A Preliminary Study of Face-based Recognition on a Transgender Dataset,"In Proc. of IEEE Intl. Conf. on Biometrics: Theory, Applications, and Systems",2013,,,Gayathri Mahalingam,Karl Ricanek Jr.,,,,,,,https://pdfs.semanticscholar.org/b066/733d533250f4ddafd22c12456def7fa24f4c.pdf,,
+JAFFE,Coding Facial Expressions with Gabor Wavelets,3rd IEEE International Conference on Automatic Face and Gesture Recognition,1998,200-205,,Michael J. Lyons,Shigeru Akemastu,Miyuki Kamachi,Jiro Gyoba,,,,,http://www.kasrl.org/fg98-1.pdf,,
+CMDP,Distance Estimation of an Unknown Person from a Portrait,ECCV 2014,2014,,,X. P. Burgos-Artizzu,M.R. Ronchi,P. Perona,,,,,,,,
+WIDER,Recognize Complex Events from Static Images by Fusing Deep Channels,2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2015,,,"Xiong, Yuanjun and Zhu, Kai and Lin, Dahua and Tang, Xiaoou",,,,,,,,,,
+WIDER FACE,WIDER FACE: A Face Detection Benchmark,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016,,,"Yang, Shuo and Luo, Ping and Loy, Chen Change and Tang, Xiaoou",,,,,,,,,"@inproceedings{yang2016wider,
+	Author = {Yang, Shuo and Luo, Ping and Loy, Chen Change and Tang, Xiaoou},
+	Booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
+	Title = {WIDER FACE: A Face Detection Benchmark},
+	Year = {2016}}",
+300-W,300 faces In-the-wild challenge: Database and results,"Image and Vision Computing (IMAVIS), Special Issue on Facial Landmark Localisation ""In-The-Wild""",2016,,,C. Sagonas,E. Antonakos,"G, Tzimiropoulos",S. Zafeiriou,M. Pantic,,,1,,,
+300-W,300 Faces in-the-Wild Challenge: The first facial landmark localization Challenge,"Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV-W), 300 Faces in-the-Wild Challenge (300-W). Sydney, Australia",2013,,,C. Sagonas,G. Tzimiropoulos,S. Zafeiriou,M. Pantic,,,,2,,,
+300-W,A semi-automatic methodology for facial landmark annotation,"Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W), 5th Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2013). Oregon, USA,",2013,,,C. Sagonas,G. Tzimiropoulos,S. Zafeiriou,M. Pantic,,,,3,,,
+LFWP,Localizing Parts of Faces Using a Consensus of Exemplars,Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2011,,,Peter N. Belhumeur,"David W. Jacobs,",David J. Kriegman,Neeraj Kumar,,,,,http://neerajkumar.org/projects/face-parts/base/papers/nk_cvpr2011_faceparts.pdf,,
+Helen,Interactive Facial Feature Localization,ECCV,2012,,,Vuong Le,Jonathan Brandt,Zhe Lin,Lubomir Boudev,Thomas S. Huang,,,,http://www.ifp.illinois.edu/~vuongle2/helen/eccv2012_helen_final.pdf,,
+Hipsterwars,Hipster Wars: Discovering Elements of Fashion Styles.,In European Conference on Computer Vision,2014,,,M. Hadi Kiapour,Kota Yamaguchi,Alexander C. Berg,Tamara L. Berg,,,,,http://tamaraberg.com/papers/hipster_eccv14.pdf,"@inproceedings{
+            HipsterWarsECCV14,
+            title     = {Hipster Wars: Discovering Elements of Fashion Styles}
+            author    = {M. Hadi Kiapour, Kota Yamaguchi, Alexander C. Berg, Tamara L. Berg},
+            booktitle={European Conference on Computer Vision},
+            year      = {2014}
+            }",
+Adience,Age and Gender Estimation of Unfiltered Faces,"Transactions on Information Forensics and Security (IEEE-TIFS), special issue on Facial Biometrics in the Wild",2014,2170 - 2179,9,Eran Eidinger,Roee Enbar, Tal Hassner,,,,,,http://www.openu.ac.il/home/hassner/Adience/EidingerEnbarHassner_tifs.pdf,,
+AFW,"Face detection, pose estimation and landmark localization in the wild","Computer Vision and Pattern Recognition (CVPR) Providence, Rhode Island,",2012,,,X. Zhu,D. Ramanan,,,,,,,http://www.ics.uci.edu/~xzhu/paper/face-cvpr12.pdf,,
+AFLW,"Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization",,,,,Martin Koestinger,Paul Wohlhart,Peter M. Roth,Horst Bischof,,,,,https://files.icg.tugraz.at/seafhttp/files/d18813db-78c3-46a9-8614-bc0c8d428114/koestinger_befit_11.pdf,"@INPROCEEDINGS{koestinger11a,
+  author = {Martin Koestinger, Paul Wohlhart, Peter M. Roth and Horst Bischof},
+  title = {{Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization}},
+  booktitle = {{Proc. First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies}},
+  year = {2011}
+} ",
+AgeDB,"AgeDB: the first manually collected, in-the-wild age database",Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR-W 2017,2017,,,S. Moschoglou,A. Papaioannou,C. Sagonas,J. Deng,I. Kotsia, S. Zafeiriou,,,http://openaccess.thecvf.com/content_cvpr_2017_workshops/w33/papers/Moschoglou_AgeDB_The_First_CVPR_2017_paper.pdf,"@inproceedings{AgeDB,
+    author = {S. Moschoglou and A. Papaioannou and C. Sagonas and J. Deng and I. Kotsia and S. Zafeiriou},
+    address = {Honolulu, Hawaii},
+    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR-W 2017)},
+    month = {June},
+    title = {AgeDB: the first manually collected, in-the-wild age database},
+    year = {2017},
+}",
+CAISA Webface,Learning Face Representation from Scratch,arXiv preprint arXiv:1411.7923.,2014,,,Dong Yi,Zhen Lei, Shengcai Liao,Stan Z. Li,,,,,https://arxiv.org/abs/1411.7923,,
+Caltech 10K Web Faces,Pruning Training Sets for Learning of Object Categories,Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2005,,,Anelia Angelova,Yaser Abu-Mostafa,Pietro Perona,,,,,,http://www.vision.caltech.edu/anelia/DataPruning/Angelova05DataPruning.pdf,This is a paper using the dataset (linked on the project website),
+CelebA,From Facial Parts Responses to Face Detection: A Deep Learning Approach,"in IEEE International Conference on Computer Vision (ICCV),",2015,,,S. Yang,P. Luo,C. C. Loy,X. Tang,,,,,https://arxiv.org/abs/1509.06451,"The following paper employed CelebA for face detection. (linked on the project website) @inproceedings{liu2015faceattributes,
+ author = {Ziwei Liu and Ping Luo and Xiaogang Wang and Xiaoou Tang},
+ title = {Deep Learning Face Attributes in the Wild},
+ booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
+ month = December,
+ year = {2015} 
+}",
+UMD,UMDFaces: An Annotated Face Dataset for Training Deep Networks,Arxiv preprint,2016,,,Ankan Bansal,Anirudh Nanduri,Carlos D Castillo,Rajeev Ranjan,Rama Chellappa,,,1,https://arxiv.org/abs/1611.01484v2,"@article{bansal2016umdfaces,
+			title={UMDFaces: An Annotated Face Dataset for Training Deep Networks},
+			author={Bansal, Ankan and Nanduri, Anirudh and Castillo, Carlos D and Ranjan, Rajeev and Chellappa, Rama}
+			journal={arXiv preprint arXiv:1611.01484v2},
+			year={2016}
+			}",
+UMD,The Do's and Don'ts for CNN-based Face Verification,Arxiv preprint,2017,,,Ankan Bansal,Carlos Castillo,"Rajeev Ranjan,",Rama Chellappa,,,,2,https://arxiv.org/abs/1705.07426,"@article{bansal2017dosanddonts,
+			title = {The Do's and Don'ts for CNN-based Face Verification},
+			author = {Bansal, Ankan and Castillo, Carlos and Ranjan, Rajeev and Chellappa, Rama},
+			journal = {arXiv preprint arXiv:1705.07426},
+			year = {2017}
+			}",
+COFW,Robust face landmark estimation under occlusion ,"ICCV 2013, Sydney, Australia",2013,,,X. P. Burgos-Artizzu,P. Perona,P. Dollár,,,,,,http://www.vision.caltech.edu/%7Expburgos/papers/ICCV13%20Burgos-Artizzu.pdf,,
+CMDP,Distance Estimation of an Unknown Person from a Portrait ,"ECCV 2014, Zurich, Switzerland",2014,,,X. P. Burgos-Artizzu,M.R. Ronchi,P. Perona,,,,,,http://www.vision.caltech.edu/~mronchi/papers/ECCV14_FaceDistancePortrait_PAPER.pdf,"@incollection{perona2014PortraitDistanceEstimation,
+  title={Distance Estimation of an Unknown Person from a Portrait},
+  author={Xavier P. Burgos-Artizzu, Matteo Ruggero Ronchi and Pietro Perona},
+  booktitle={Computer Vision--ECCV 2014},
+  pages={313--327},
+  year={2014},
+  publisher={Springer}
+}
+",
+FaceTracer,FaceTracer: A Search Engine for Large Collections of Images with Faces,European Conference on Computer Vision (ECCV),2008,340-353,,N. Kumar,P. N. Belhumeur,S. K. Nayar,,,,,1,http://www1.cs.columbia.edu/CAVE/publications/pdfs/Kumar_ECCV08.pdf,,
+FaceTracer,Face Swapping: Automatically Replacing Faces in Photographs,ACM Trans. on Graphics (also Proc. of ACM SIGGRAPH),2008,,,D. Bitouk,N. Kumar,S. Dhillon,P.N. Belhumeur,S. K. Nayar,,,2,http://www1.cs.columbia.edu/CAVE/publications/pdfs/Bitouk_SIGGRAPH08.pdf,,
+FDDB,FDDB: A Benchmark for Face Detection in Unconstrained Settings,"Technical Report UM-CS-2010-009, Dept. of Computer Science, University of Massachusetts",2010,,,Vidit Jain,Erik Learned-Mille,,,,,,,http://vis-www.cs.umass.edu/fddb/fddb.pdf,"@TechReport{fddbTech,
+  author = {Vidit Jain and Erik Learned-Miller},
+  title =  {FDDB: A Benchmark for Face Detection in Unconstrained Settings},
+  institution =  {University of Massachusetts, Amherst},
+  year = {2010},
+  number = {UM-CS-2010-009}
+  }",
+IMFDB,Indian Movie Face Database: A Benchmark for Face Recognition Under Wide Variations,"National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)",2013,,,Shankar Setty,et al,,,,,,,http://cvit.iiit.ac.in/projects/IMFDB/imfdb.pdf,"@InProceedings{imfdb,
+author    = {Shankar Setty, Moula Husain, Parisa Beham, Jyothi Gudavalli, Menaka Kandasamy, Radhesyam Vaddi,              Vidyagouri Hemadri, J C Karure, Raja Raju, Rajan, Vijay Kumar and C V Jawahar},
+title     = {{I}ndian {M}ovie {F}ace {D}atabase: {A} {B}enchmark for {F}ace {R}ecognition {U}nder {W}ide              {V}ariations},
+booktitle = {National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics              (NCVPRIPG)},
+month     = {Dec},
+year      = {2013}
+} ",
+imSitu,Situation Recognition: Visual Semantic Role Labeling for Image Understanding,"(1) Computer Science & Engineering, University of Washington, Seattle, WA
+(2) Allen Institute for Artificial Intelligence (AI2), Seattle, WA",,,,Mark Yatskar,Luke Zettlemoyer,Ali Farhadi,,,,,,https://homes.cs.washington.edu/~my89/publications/situations.pdf,,
+LAG,Large Age-Gap Face Verification by Feature Injection in Deep Networks,In Pattern Recognition Letters,2017,36-42,90,Simone Bianco,,,,,,,,http://www.ivl.disco.unimib.it/download/bianco2017large-age.pdf,,
+LFW-a,,,,,,,,,,,,,,,Comply with any instructions specified for the original LFW data set,
+LFW-a,Effective Face Recognition by Combining Multiple Descriptors and Learned Background Statistics,"IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 33(10),",2011,,,Lior Wolf,Tal Hassner,Yaniv Taigman,,,,,,http://www.openu.ac.il/home/hassner/projects/Patchlbp/WolfHassnerTaigman_TPAMI11.pdf,,
+MALF,Fine-grained Evaluation on Face Detection in the Wild.,Proceedings of the 11th IEEE International Conference on Automatic Face and Gesture Recognition Conference and Workshops.,2015,,,Bin Yang*,Junjie Yan*,Zhen Lei,Stan Z. Li,,,,,http://www.cbsr.ia.ac.cn/faceevaluation/faceevaluation15.pdf,"@inproceedings{faceevaluation15,
+title={Fine-grained Evaluation on Face Detection in the Wild},
+author={Yang, Bin and Yan, Junjie and Lei, Zhen and Li, Stan Z},
+booktitle={Automatic Face and Gesture Recognition (FG), 11th IEEE International 
+Conference on},
+year={2015},
+organization={IEEE}
+}",
+MegaFace 2,Level Playing Field for Million Scale Face Recognition,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2017,,,"Nech, Aaron","Kemelmacher-Shlizerman, Ira",,,,,,If you're participating or using data from Challenge 2 please cite:,https://homes.cs.washington.edu/~kemelmi/ms.pdf,"@inproceedings{nech2017level,
+title={Level Playing Field For Million Scale Face Recognition},
+author={Nech, Aaron and Kemelmacher-Shlizerman, Ira},
+booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
+year={2017}
+}",
+MegaFace 2,The MegaFace Benchmark: 1 Million Faces for Recognition at Scale,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016,,,"Kemelmacher-Shlizerman, Ira","Seitz, Steven M","Miller, Daniel","Brossard, Evan",,,,If you're using or participating in Challenge 1 please cite:,http://megaface.cs.washington.edu/KemelmacherMegaFaceCVPR16.pdf,"@inproceedings{kemelmacher2016megaface,
+title={The megaface benchmark: 1 million faces for recognition at scale},
+author={Kemelmacher-Shlizerman, Ira and Seitz, Steven M and Miller, Daniel and Brossard, Evan},
+booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
+pages={4873--4882},
+year={2016}
+}",
+MORPH non-commercial,MORPH: A Longitudinal Image Database of Normal Adult Age-Progression,"IEEE 7th International Conference on Automatic Face and Gesture Recognition, Southampton, UK",2006,341-345,,Karl Ricanek Jr,Tamirat Tesafaye,,,,,,,,,
+MORPH commercial,MORPH: A Longitudinal Image Database of Normal Adult Age-Progression,"IEEE 7th International Conference on Automatic Face and Gesture Recognition, Southampton, UK",2006,341-345,,Karl Ricanek Jr,Tamirat Tesafaye,,,,,,,,,
+FaceScrub,A data-driven approach to cleaning large face datasets,Proc. IEEE International Conference on Image Processing (ICIP),2014,,,H.-W. Ng,S. Winkler,,,,,,,,,
+MIFS,Spoofing Faces Using Makeup: An Investigative Study,"Proc. of 3rd IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), (New Delhi, India)",2017,,,C. Chen,A. Dantcheva,T. Swearingen,A. Ross,,,,,http://www.cse.msu.edu/~rossarun/pubs/ChenFaceMakeupSpoof_ISBA2017.pdf,,
+MIW,Automatic Facial Makeup Detection with Application in Face Recognition,"Proc. of 6th IAPR International Conference on Biometrics (ICB), (Madrid, Spain)",2013,,,C. Chen,A. Dantcheva,A. Ross,,,,,,https://www.cse.msu.edu/~rossarun/pubs/ChenMakeupDetection_ICB2013.pdf,,
+VMU,Can Facial Cosmetics Affect the Matching Accuracy of Face Recognition Systems?,"Proc. of 5th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), (Washington DC, USA)",2012,,,A. Dantcheva,C. Chen,A. Ross,,,,,,https://www.cse.msu.edu/~rossarun/pubs/DantchevaChenRossFaceCosmetics_BTAS2012.pdf,,
+YMU,Can Facial Cosmetics Affect the Matching Accuracy of Face Recognition Systems?,"Proc. of 5th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), (Washington DC, USA)",2012,,,A. Dantcheva,C. Chen,A. Ross,,,,,1,https://www.cse.msu.edu/~rossarun/pubs/DantchevaChenRossFaceCosmetics_BTAS2012.pdf,,
+YMU,Automatic Facial Makeup Detection with Application in Face Recognition,"Proc. of 6th IAPR International Conference on Biometrics (ICB), (Madrid, Spain)",2013,,,C. Chen,A. Dantcheva,A. Ross,,,,,2,https://www.cse.msu.edu/~rossarun/pubs/ChenMakeupDetection_ICB2013.pdf,,
+MsCeleb,MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition,European Conference on Computer Vision,2016,,,"Guo, Yandong","Zhang, Lei","Hu, Yuxiao","He, Xiaodong","Gao, Jianfeng",,,,https://www.microsoft.com/en-us/research/wp-content/uploads/2016/08/MSCeleb-1M-a.pdf,"@INPROCEEDINGS { guo2016msceleb,
+            author = {Guo, Yandong and Zhang, Lei and Hu, Yuxiao and He, Xiaodong and Gao, Jianfeng},
+            title = {M{S}-{C}eleb-1{M}: A Dataset and Benchmark for Large Scale Face Recognition},
+            booktitle = {European Conference on Computer Vision},
+            year = {2016},
+            organization={Springer}}",
+PIPA,Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues,arXiv:1501.05703 [cs.CV],2015,,,Ning Zhang, Manohar Paluri,Yaniv Taigman,Rob Fergus,Lubomir Bourdev,,,,https://arxiv.org/pdf/1501.05703.pdf,"@inproceedings{piper,
+        Author = {Ning Zhang and Manohar Paluri and Yaniv Taigman and Rob Fergus and Lubomir Bourdev},
+        Title = {Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues},
+        Eprint = {arXiv:1501.05703},
+        Year = {2015}}",
+PubFig,Attribute and Simile Classifiers for Face Verification,International Conference on Computer Vision (ICCV),2009,,,Neeraj Kumar,Alexander C. Berg,Peter N. Belhumeur,Shree K. Nayar,,,,,http://www.cs.columbia.edu/CAVE/publications/pdfs/Kumar_ICCV09.pdf,,
+SCUT-FBP,SCUT-FBP: A Benchmark Dataset for Facial Beauty Perception,arXiv:1511.02459 [cs.CV],2015,,,Duorui Xie,Lingyu Liang,Lianwen Jin,Jie Xu,Mengru Li,,,,https://arxiv.org/ftp/arxiv/papers/1511/1511.02459.pdf,,
+RaFD ,Presentation and validation of the Radboud Faces Database,Cognition & Emotion,2010,1377-1388,24.8,"Langner, O.","Dotsch, R."," Bijlstra, G.","Wigboldus, D.H.J.","Hawk, S.T.","van Knippenberg, A.",,,http://dx.doi.org/10.1080/02699930903485076,DOI: 10.1080/02699930903485076,
+MUCT,The MUCT Landmarked Face Database,Pattern Recognition Association of South Africa,2010,,,,S. Milborrow,J. Morkel,F. Nicolls,,,,,http://www.milbo.org/muct/The-MUCT-Landmarked-Face-Database.pdf,"@article{Milborrow10,
+  author={S. Milborrow and J. Morkel and F. Nicolls},
+  title={{The MUCT Landmarked Face Database}},
+  journal={Pattern Recognition Association of South Africa},
+  year=2010,
+  note={\url{http://www.milbo.org/muct}}
+}",
+IJB-A,"Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A
+",Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition,2015,1931-1939,07-12-June-2015,"Klare, B. F.","Klein, B.","Taborsky, E.","Blanton, A.","Cheney, J.","Allen, K., ... Jain, A. K.",,,http://ieeexplore.ieee.org/document/7298803/,"DOI: 10.1109/CVPR.2015.7298803 @inbook{882e95bdca414797b4a8e2bfcb5b1fa4,
+title = ""Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A"",
+abstract = ""Rapid progress in unconstrained face recognition has resulted in a saturation in recognition accuracy for current benchmark datasets. While important for early progress, a chief limitation in most benchmark datasets is the use of a commodity face detector to select face imagery. The implication of this strategy is restricted variations in face pose and other confounding factors. This paper introduces the IARPA Janus Benchmark A (IJB-A), a publicly available media in the wild dataset containing 500 subjects with manually localized face images. Key features of the IJB-A dataset are: (i) full pose variation, (ii) joint use for face recognition and face detection benchmarking, (iii) a mix of images and videos, (iv) wider geographic variation of subjects, (v) protocols supporting both open-set identification (1:N search) and verification (1:1 comparison), (vi) an optional protocol that allows modeling of gallery subjects, and (vii) ground truth eye and nose locations. The dataset has been developed using 1,501,267 million crowd sourced annotations. Baseline accuracies for both face detection and face recognition from commercial and open source algorithms demonstrate the challenge offered by this new unconstrained benchmark."",
+author = ""Klare, {Brendan F.} and Ben Klein and Emma Taborsky and Austin Blanton and Jordan Cheney and Kristen Allen and Patrick Grother and Alan Mah and Mark Burge and Jain, {Anil K.}"",
+year = ""2015"",
+month = ""10"",
+doi = ""10.1109/CVPR.2015.7298803"",
+isbn = ""9781467369640"",
+volume = ""07-12-June-2015"",
+pages = ""1931--1939"",
+booktitle = ""Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition"",
+publisher = ""IEEE Computer Society"",
+
+}
+",
+FaceScrub,A data-driven approach to cleaning large face datasets,"Proc. IEEE International Conference on Image Processing (ICIP), Paris, France",2014,,,H.-W. Ng,S. Winkler,,,,,,,http://vintage.winklerbros.net/Publications/icip2014a.pdf,,
+Face Research Lab London Set,Face Research Lab London Set. figshare,,2017,,,"DeBruine, Lisa","Jones, Benedict",,,,,,,https://doi.org/10.6084/m9.figshare.5047666.v3,,
+CK,Comprehensive Database for Facial Expression Analysis,"Proceedings of the Fourth IEEE International Conferenc
+e on Automatic Face and Gesture Recognition 
+(FG'00)
+",2000,484-490,,"Kanade, T.","Cohn, J. F.","Tian, Y.",,,,,,http://www.pitt.edu/~jeffcohn/biblio/Cohn-Kanade_Database.pdf,,
+Columbia Gaze Data Set,Gaze Locking: Passive Eye Contact Detection for Human–Object Interaction,ACM Symposium on User Interface Software and Technology (UIST),2013,271-280,,B.A. Smith,Q. Yin,S.K. Feiner,S.K. Nayar,,,,,http://www.cs.columbia.edu/~brian/publications/gaze_locking.html,,
+UCF Selfie,"How to Take a Good Selfie?, in Proceedings of ACM Multimedia Conference 2015 (ACMMM 2015), Brisbane, Australia",,2015,,,Mahdi M. Kalayeh,Misrak Seifu,Wesna LaLanne,Mubarak Shah,,,,,,,
+UCF101,THUMOS Challenge: Action Recognition with a Large Number of Classes,,2015,,,"Gorban, A.","Idrees, H.","Jiang, Y.-G.","Roshan Zamir, A.","Laptev, I.","Shah, M. and Sukthankar, R.",,1,http://www.thumos.info/,"@misc{THUMOS15,
+   author = ""Gorban, A. and Idrees, H. and Jiang, Y.-G. and Roshan Zamir, A. and Laptev,
+   I. and Shah, M. and Sukthankar, R."",
+   title = ""{THUMOS} Challenge: Action Recognition with a Large
+   Number of Classes"",
+   howpublished = ""\url{http://www.thumos.info/}"",
+   Year = {2015}}",
+UCF101,UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild,CRCV-TR-12-01,2012,,,"Soomro, K.","Roshan Zamir, A.","Shah, M.",,,,,2,,"@inproceedings{UCF101,
+   author = {Soomro, K. and Roshan Zamir, A. and Shah, M.},
+   booktitle = {CRCV-TR-12-01},
+   title = {{UCF101}: A Dataset of 101 Human Actions Classes From
+   Videos in The Wild},
+   year = {2012}}",
+SVW,Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis,"Proc. International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia",2015,,,Seyed Morteza Safdarnejad, Xiaoming Liu, Lalita Udpa, Brooks Andrus,"John Wood,",Dean Craven,,,http://cvlab.cse.msu.edu/pdfs/Morteza_FG2015.pdf," @inproceedings{ sports-videos-in-the-wild-svw-a-video-dataset-for-sports-analysis,
+  author = { Seyed Morteza Safdarnejad and Xiaoming Liu and Lalita Udpa and Brooks Andrus and John Wood and Dean Craven },
+  title = { Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis },
+  booktitle = { Proc. International Conference on Automatic Face and Gesture Recognition },
+  address = { Ljubljana, Slovenia },
+  month = { May },
+  year = { 2015 },
+} ",
+CK+,The Extended Cohn-Kanade Dataset (CK+): A complete expression dataset for action unit and emotion-specified expression,"Proceedings of the Third International Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB 2010), San Francisco, USA",2010,94-101,,"Ambadar, Z.","Cohn, J.F.","Kanade, T.","Lucey, P.","Matthews, I.A.","Saragih, J.M.",,,http://ieeexplore.ieee.org/document/5543262/,"@article{Lucey2010TheEC,
+  title={The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression},
+  author={Patrick Lucey and Jeffrey F. Cohn and Takeo Kanade and Jason M. Saragih and Zara Ambadar and Iain A. Matthews},
+  journal={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops},
+  year={2010},
+  pages={94-101}
+}",
+Names and Faces,Names and Faces ,U.C. Berkeley Technical Report,Jan. 2007,,,Tamara L. Berg,Alexander C. Berg,Jaety Edwards,Michael Maire,Ryan White,"Yee Whye Teh, Erik Learned-Miller, David A. Forsyth",,1,http://www.cs.berkeley.edu/%7Eaberg/papers/journal_berg.pdf,,
+Names and Faces,Who's in the Picture ,NIPS,2004,,,Tamara L. Berg,Alexander C. Berg,Jaety Edwards,David A. Forsyth,,,,2,http://www.cs.berkeley.edu/%7Eaberg/papers/berg_whos_in_the_picture.pdf,,
+Names and Faces,Names and Faces in the News,"Computer Vision and Pattern Recognition (CVPR), Washington D.C.",2004,848-854,,Tamara L. Berg,Alexander C. Berg,Jaety Edwards,Michael Maire,Ryan White,"Yee Whye Teh, Erik Learned-Miller, David A. Forsyth",,3,http://www.cs.berkeley.edu/%7Eaberg/papers/berg_names_and_faces.pdf,,
+YaleFaces,Eigenfaces vs. fisherfaces: Recognition using class specific linear projection,"IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue on Face Recognition",1997,711--720,17(7),P. N. Bellhumer,J. Hespanha,D. Kriegman,,,,,,,,
+Yale Face Database B,From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose,PAMI,2001,,,Athinodoros Georghiades,Peter Belhumeur,David Kriegman,,,,,,,,
+PIE,"The CMU Pose, Illumination, and Expression Database",IEEE Transactions on Pattern Analysis and Machine Intelligence,Dec 2003,"25, No. 12",,T. Sim,S. Baker,M. Bsat,,,,,,http://www.cs.cmu.edu/~simonb/pie_db/pami.pdf,,
+IMDB,Deep expectation of real and apparent age from a single image without facial landmarks,International Journal of Computer Vision (IJCV),Jul 2016,,,Rasmus Rothe,Radu Timofte,Luc Van Gool,,,,,1,,"@article{Rothe-IJCV-2016,
+  author = {Rasmus Rothe and Radu Timofte and Luc Van Gool},
+  title = {Deep expectation of real and apparent age from a single image without facial landmarks},
+  journal = {International Journal of Computer Vision (IJCV)},
+  year = {2016},
+  month = {July},
+}",
+IMDB,DEX: Deep EXpectation of apparent age from a single image,IEEE International Conference on Computer Vision Workshops (ICCVW),Dec 2015,,,Rasmus Rothe,Radu Timofte,Luc Van Gool,,,,,2,,"@InProceedings{Rothe-ICCVW-2015,
+  author = {Rasmus Rothe and Radu Timofte and Luc Van Gool},
+  title = {DEX: Deep EXpectation of apparent age from a single image},
+  booktitle = {IEEE International Conference on Computer Vision Workshops (ICCVW)},
+  year = {2015},
+  month = {December},
+}",
+\ No newline at end of file
diff --git a/datasets/citations-3.csv b/datasets/citations-3.csv
new file mode 100644
index 00000000..57db254d
--- /dev/null
+++ b/datasets/citations-3.csv
@@ -0,0 +1,51 @@
+Database Name,Title,Journal/Pub/Conference,Year,Pages,Volume,Author1,Author2,Author3,Author4,Author5,Author 6,PDF,Priority,URL,bibtex_reference_only,notes
+imSitu,Situation Recognition: Visual Semantic Role Labeling for Image Understanding,"(1) Computer Science & Engineering, University of Washington, Seattle, WA
+(2) Allen Institute for Artificial Intelligence (AI2), Seattle, WA",,,,Mark Yatskar,Luke Zettlemoyer,Ali Farhadi,,,,,,https://homes.cs.washington.edu/~my89/publications/situations.pdf,,
+JAFFE,Coding Facial Expressions with Gabor Wavelets,3rd IEEE International Conference on Automatic Face and Gesture Recognition,1998,200-205,,Michael J. Lyons,Shigeru Akemastu,Miyuki Kamachi,Jiro Gyoba,,,,,http://www.kasrl.org/fg98-1.pdf,,
+UCF101,THUMOS Challenge: Action Recognition with a Large Number of Classes,,2015,,,"Gorban, A.","Idrees, H.","Jiang, Y.-G.","Roshan Zamir, A.","Laptev, I.","Shah, M. and Sukthankar, R.",,1,http://www.thumos.info/,"@misc{THUMOS15,
+   author = ""Gorban, A. and Idrees, H. and Jiang, Y.-G. and Roshan Zamir, A. and Laptev,
+   I. and Shah, M. and Sukthankar, R."",
+   title = ""{THUMOS} Challenge: Action Recognition with a Large
+   Number of Classes"",
+   howpublished = ""\url{http://www.thumos.info/}"",
+   Year = {2015}}",
+IMFDB,Indian Movie Face Database: A Benchmark for Face Recognition Under Wide Variations,"National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)",2013,,,Shankar Setty,et al,,,,,,,http://cvit.iiit.ac.in/projects/IMFDB/imfdb.pdf,"@InProceedings{imfdb,
+author    = {Shankar Setty, Moula Husain, Parisa Beham, Jyothi Gudavalli, Menaka Kandasamy, Radhesyam Vaddi,              Vidyagouri Hemadri, J C Karure, Raja Raju, Rajan, Vijay Kumar and C V Jawahar},
+title     = {{I}ndian {M}ovie {F}ace {D}atabase: {A} {B}enchmark for {F}ace {R}ecognition {U}nder {W}ide              {V}ariations},
+booktitle = {National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics              (NCVPRIPG)},
+month     = {Dec},
+year      = {2013}
+} ",
+LFW-a,Effective Face Recognition by Combining Multiple Descriptors and Learned Background Statistics,"IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 33(10),",2011,,,Lior Wolf,Tal Hassner,Yaniv Taigman,,,,,,http://www.openu.ac.il/home/hassner/projects/Patchlbp/WolfHassnerTaigman_TPAMI11.pdf,,
+MORPH commercial,MORPH: A Longitudinal Image Database of Normal Adult Age-Progression,"IEEE 7th International Conference on Automatic Face and Gesture Recognition, Southampton, UK",2006,341-345,,Karl Ricanek Jr,Tamirat Tesafaye,,,,,,,,,
+SCUT-FBP,SCUT-FBP: A Benchmark Dataset for Facial Beauty Perception,arXiv:1511.02459 [cs.CV],2015,,,Duorui Xie,Lingyu Liang,Lianwen Jin,Jie Xu,Mengru Li,,,,https://arxiv.org/ftp/arxiv/papers/1511/1511.02459.pdf,,
+Names and Faces,Names and Faces in the News,"Computer Vision and Pattern Recognition (CVPR), Washington D.C.",2004,848-854,,Tamara L. Berg,Alexander C. Berg,Jaety Edwards,Michael Maire,Ryan White,"Yee Whye Teh, Erik Learned-Miller, David A. Forsyth",,3,http://www.cs.berkeley.edu/%7Eaberg/papers/berg_names_and_faces.pdf,,
+FaceScrub,A data-driven approach to cleaning large face datasets,Proc. IEEE International Conference on Image Processing (ICIP),2014,,,H.-W. Ng,S. Winkler,,,,,,,,,
+UCF Selfie,"How to Take a Good Selfie?, in Proceedings of ACM Multimedia Conference 2015 (ACMMM 2015), Brisbane, Australia",,2015,,,Mahdi M. Kalayeh,Misrak Seifu,Wesna LaLanne,Mubarak Shah,,,,,,,
+300-W,A semi-automatic methodology for facial landmark annotation,"Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W), 5th Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2013). Oregon, USA,",2013,,,C. Sagonas,G. Tzimiropoulos,S. Zafeiriou,M. Pantic,,,,3,,,
+YMU,Automatic Facial Makeup Detection with Application in Face Recognition,"Proc. of 6th IAPR International Conference on Biometrics (ICB), (Madrid, Spain)",2013,,,C. Chen,A. Dantcheva,A. Ross,,,,,2,https://www.cse.msu.edu/~rossarun/pubs/ChenMakeupDetection_ICB2013.pdf,,
+WIDER,Recognize Complex Events from Static Images by Fusing Deep Channels,2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2015,,,"Xiong, Yuanjun and Zhu, Kai and Lin, Dahua and Tang, Xiaoou",,,,,,,,,,
+YaleFaces,Eigenfaces vs. fisherfaces: Recognition using class specific linear projection,"IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue on Face Recognition",1997,711--720,17(7),P. N. Bellhumer,J. Hespanha,D. Kriegman,,,,,,,,
+PubFig,Attribute and Simile Classifiers for Face Verification,International Conference on Computer Vision (ICCV),2009,,,Neeraj Kumar,Alexander C. Berg,Peter N. Belhumeur,Shree K. Nayar,,,,,http://www.cs.columbia.edu/CAVE/publications/pdfs/Kumar_ICCV09.pdf,,
+Face Research Lab London Set,Face Research Lab London Set. figshare,,2017,,,"DeBruine, Lisa","Jones, Benedict",,,,,,,https://doi.org/10.6084/m9.figshare.5047666.v3,,
+MALF,Fine-grained Evaluation on Face Detection in the Wild.,Proceedings of the 11th IEEE International Conference on Automatic Face and Gesture Recognition Conference and Workshops.,2015,,,Bin Yang*,Junjie Yan*,Zhen Lei,Stan Z. Li,,,,,http://www.cbsr.ia.ac.cn/faceevaluation/faceevaluation15.pdf,"@inproceedings{faceevaluation15,
+title={Fine-grained Evaluation on Face Detection in the Wild},
+author={Yang, Bin and Yan, Junjie and Lei, Zhen and Li, Stan Z},
+booktitle={Automatic Face and Gesture Recognition (FG), 11th IEEE International 
+Conference on},
+year={2015},
+organization={IEEE}
+}",
+FaceScrub,A data-driven approach to cleaning large face datasets,"Proc. IEEE International Conference on Image Processing (ICIP), Paris, France",2014,,,H.-W. Ng,S. Winkler,,,,,,,http://vintage.winklerbros.net/Publications/icip2014a.pdf,,
+VMU,Can Facial Cosmetics Affect the Matching Accuracy of Face Recognition Systems?,"Proc. of 5th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), (Washington DC, USA)",2012,,,A. Dantcheva,C. Chen,A. Ross,,,,,,https://www.cse.msu.edu/~rossarun/pubs/DantchevaChenRossFaceCosmetics_BTAS2012.pdf,,
+300-W,300 faces In-the-wild challenge: Database and results,"Image and Vision Computing (IMAVIS), Special Issue on Facial Landmark Localisation ""In-The-Wild""",2016,,,C. Sagonas,E. Antonakos,"G, Tzimiropoulos",S. Zafeiriou,M. Pantic,,,1,,,
+CK,Comprehensive Database for Facial Expression Analysis,"Proceedings of the Fourth IEEE International Conferenc
+e on Automatic Face and Gesture Recognition 
+(FG'00)
+",2000,484-490,,"Kanade, T.","Cohn, J. F.","Tian, Y.",,,,,,http://www.pitt.edu/~jeffcohn/biblio/Cohn-Kanade_Database.pdf,,
+MegaFace 2,Level Playing Field for Million Scale Face Recognition,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2017,,,"Nech, Aaron","Kemelmacher-Shlizerman, Ira",,,,,,If you're participating or using data from Challenge 2 please cite:,https://homes.cs.washington.edu/~kemelmi/ms.pdf,"@inproceedings{nech2017level,
+title={Level Playing Field For Million Scale Face Recognition},
+author={Nech, Aaron and Kemelmacher-Shlizerman, Ira},
+booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
+year={2017}
+}",
diff --git a/datasets/citations.csv b/datasets/citations.csv
new file mode 120000
index 00000000..a2ab42cc
--- /dev/null
+++ b/datasets/citations.csv
@@ -0,0 +1 @@
+citations-2018310.csv
+\ No newline at end of file
diff --git a/datasets/scholar/entries/Face Recognition in Unconstrained Videos with Matched Background Similarity.csv b/datasets/scholar/entries/Face Recognition in Unconstrained Videos with Matched Background Similarity.csv
new file mode 100644
index 00000000..0a064c73
--- /dev/null
+++ b/datasets/scholar/entries/Face Recognition in Unconstrained Videos with Matched Background Similarity.csv
@@ -0,0 +1,10 @@
+Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC|http://scholar.google.com/https://www.sciencedirect.com/science/article/pii/S037026931200857X|2012|7814|57|1650605866782918575|None|http://scholar.google.com/scholar?cites=1650605866782918575&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=1650605866782918575&hl=en&as_sdt=0,5|None|A search for the Standard Model Higgs boson in proton–proton collisions with the ATLAS detector at the LHC is presented. The datasets used correspond to integrated luminosities of approximately 4.8 fb− 1 collected at s= 7 TeV in 2011 and 5.8 fb− 1 at s= 8 TeV in 2012 …
+The relation between load and penetration in the axisymmetric Boussinesq problem for a punch of arbitrary profile|http://scholar.google.com/https://www.sciencedirect.com/science/article/pii/0020722565900194|1965|3816|3|17409802386521537480|None|http://scholar.google.com/scholar?cites=17409802386521537480&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=17409802386521537480&hl=en&as_sdt=0,5|None|A solution of the axisymmetric Boussinesq problem is derived from which are deduced simple formulae for the depth of penetration of the tip of a punch of arbitrary profile and for the total load which must be applied to the punch to achieve this penetration. Simple …
+Evolution of the Altaid tectonic collage and Palaeozoic crustal growth in Eurasia|http://scholar.google.com/https://www.nature.com/articles/364299a0|1993|2702|10|10041893458681953783|None|http://scholar.google.com/scholar?cites=10041893458681953783&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=10041893458681953783&hl=en&as_sdt=0,5|None|A new tectonic model, postulating the growth of giant subduction-accretion complexes along a single magmatic arc now found contorted between Siberia and Baltica, shows that Asia grew by 5.3 million square kilometres during the Palaeozoic era. Half of this growth may …
+A" silent" polymorphism in the MDR1 gene changes substrate specificity|http://science.sciencemag.org/content/315/5811/525.short|2007|2225|16|13672882627203076963|None|http://scholar.google.com/scholar?cites=13672882627203076963&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=13672882627203076963&hl=en&as_sdt=0,5|None|Synonymous single-nucleotide polymorphisms (SNPs) do not produce altered coding sequences, and therefore they are not expected to change the function of the protein in which they occur. We report that a synonymous SNP in the Multidrug Resistance 1 (MDR1) …
+An unusual supernova in the error box of the γ-ray burst of 25 April 1998|http://scholar.google.com/https://www.nature.com/articles/doi:10.1038%2F27150|1998|1939|18|6579723347909169058|None|http://scholar.google.com/scholar?cites=6579723347909169058&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=6579723347909169058&hl=en&as_sdt=0,5|None|The discovery of afterglows associated with γ-ray bursts at X-ray 1, optical 2 and radio 3 wavelengths and the measurement of the redshifts of some of these events 4, 5 has established that γ-ray bursts lie at extreme distances, making them the most powerful photon …
+Jet energy measurement with the ATLAS detector in proton-proton collisions at|http://scholar.google.com/https://link.springer.com/article/10.1140/epjc/s10052-013-2304-2|2013|1671|105|5651138599710101302|None|http://scholar.google.com/scholar?cites=5651138599710101302&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=5651138599710101302&hl=en&as_sdt=0,5|None|The jet energy scale and its systematic uncertainty are determined for jets measured with the ATLAS detector at the LHC in proton-proton collision data at a centre-of-mass energy of\(\sqrt {s}= 7\\mathrm {TeV}\) corresponding to an integrated luminosity of 38 pb− 1. Jets …
+Assessment of mitral annulus velocity by Doppler tissue imaging in the evaluation of left ventricular diastolic function|http://www.onlinejacc.org/content/30/2/474.abstract|1997|1902|11|4226712902543427028|None|http://scholar.google.com/scholar?cites=4226712902543427028&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=4226712902543427028&hl=en&as_sdt=0,5|None|Objectives. This study assessed the clinical utility of mitral annulus velocity in the evaluation of left ventricular diastolic function. Background. Mitral inflow velocity recorded by Doppler echocardiography has been widely used to evaluate left ventricular diastolic function but is …
+Topics in algebra|None|2006|2269|10|212858366598806886|None|http://scholar.google.com/scholar?cites=212858366598806886&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=212858366598806886&hl=en&as_sdt=0,5|None|None
+Basic concepts in the theory of seepage of homogeneous liquids in fissured rocks [strata]|http://scholar.google.com/https://pdfs.semanticscholar.org/38a2/e7b4ae9da080578a83e3a8f9135e21359042.pdf|1960|2088|7|15437573464014520045|http://scholar.google.com/https://pdfs.semanticscholar.org/38a2/e7b4ae9da080578a83e3a8f9135e21359042.pdf|http://scholar.google.com/scholar?cites=15437573464014520045&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=15437573464014520045&hl=en&as_sdt=0,5|None|The modern theory of seepage [infiltration 1 is based on the concept of a porous medium consisting of impermeable grains separated by pore spaces. Comparison of the results of theoretical and laboratory investigations of non-steady-state flow of liquids with data for …
+Improved luminosity determination in  pp collisions at  using the ATLAS detector at the LHC|http://scholar.google.com/https://link.springer.com/10.1140/epjc/s10052-013-2518-3|2013|1614|60|11477579481550698253|None|http://scholar.google.com/scholar?cites=11477579481550698253&as_sdt=2005&sciodt=0,5&hl=en|http://scholar.google.com/scholar?cluster=11477579481550698253&hl=en&as_sdt=0,5|None|The luminosity calibration for the ATLAS detector at the LHC during pp collisions at\(\sqrt {s}= 7~\mathrm {TeV}\) in 2010 and 2011 is presented. Evaluation of the luminosity scale is performed using several luminosity-sensitive detectors, and comparisons are made of the …