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Face recognition approaches that are based on deep convolutional neural networks (CNN) have been dominating the field.
Technical report, Technical Report 07-49, University of Massachusetts, Amherst, 2007
Huang, Gary B; Ramesh, Manu; Berg, Tamara; Learned-Miller, Erik: Labeled faces in the wild: A database for studying face recognition in unconstrained environments · 2007
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Springer, 2011
Jain, Anil K; Li, Stan Z: Handbook of face recognition · 2011
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In: Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on
Wolf, Lior; Hassner, Tal; Maoz, Itay: Face recognition in unconstrained videos with matched background similarity · 2011
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In: Advances in neural information processing systems
Krizhevsky, Alex; Sutskever, Ilya; Hinton, Geoffrey E: Imagenet classification with deep convolutional neural networks · 2012
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IET Biometrics, 3(4):314–324, 2014
Abaza, Ayman; Harrison, Mary Ann; Bourlai, Thirimachos; Ross, Arun: Design and evaluation of photometric image quality measures for effective face recognition · 2014
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IEEE Transactions on Information Forensics and Security, 9(12):2144–2157, 2014
Best-Rowden, Lacey; Han, Hu; Otto, Charles; Klare, Brendan F; Jain, Anil K: Unconstrained face recognition: Identifying a person of interest from a media collection · 2014
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In: European Conference on Computer Vision
Chen, Bor-Chun; Chen, Chu-Song; Hsu, Winston H: Cross-age reference coding for age-invariant face recognition and retrieval · 2014
Cited alongside, same era.
In: Proceedings of the 22nd ACM international conference on Multimedia
Jia, Yangqing; Shelhamer, Evan; Donahue, Jeff; Karayev, Sergey; Long, Jonathan; Girshick, Ross; Guadarrama, Sergio; Darrell, Trevor: Caffe: Convolutional architecture for fast feature embedding · 2014
Cited alongside, same era.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
Kazemi, Vahid; Sullivan, Josephine: One millisecond face alignment with an ensemble of regression trees · 2014
Cited alongside, same era.
In: 2014 IEEE International Conference on Image Processing (ICIP)
Ng, Hong-Wei; Winkler, Stefan: A data-driven approach to cleaning large face datasets · 2014
Cited alongside, same era.
arXiv preprint arXiv:1411.7923, 2014
Yi, Dong; Lei, Zhen; Liao, Shengcai; Li, Stan Z: Learning face representation from scratch · 2014
Cited alongside, same era.
In: British Machine Vision Conference
Parkhi, Omkar M; Vedaldi, Andrea; Zisserman, Andrew: Deep face recognition · 2015
Later among the works it cites.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
Schroff, Florian; Kalenichenko, Dmitry; Philbin, James: Facenet: A unified embedding for face recognition and clustering · 2015
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arXiv preprint arXiv:1502.00873, 2015
Sun, Yi; Liang, Ding; Wang, Xiaogang; Tang, Xiaoou: Deepid3: Face recognition with very deep neural networks · 2015
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In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
Szegedy, Christian; Liu, Wei; Jia, Yangqing; Sermanet, Pierre; Reed, Scott; Anguelov, Dragomir; Erhan, Dumitru; Vanhoucke, Vincent; Rabinovich, Andrew: Going deeper with convolutions · 2015
Later among the works it cites.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
Taigman, Yaniv; Yang, Ming; Ranzato, Marc’Aurelio; Wolf, Lior: Web-scale training for face identification · 2015
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In: European Symposium on Artificial Neural Networks, ESANN
Basu, Saikat; Karki, Manohar; Ganguly, Sangram; DiBiano, Robert; Mukhopadhyay, Supratik; Nemani, Ramakrishna: Learning sparse feature representations using probabilistic quadtrees and deep belief nets · 2015
Cited alongside, same era.
Later among the works it cites.
arXiv preprint arXiv:1604.04004, 2016
Dodge, Samuel; Karam, Lina: Understanding How Image Quality Affects Deep Neural Networks · 2016
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