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Recent face recognition experiments on a major benchmark LFW show stunning performance--a number of algorithms achieve near to perfect score, surpassing human recognition rates.
Yale face database
A. Georghiades · 1997
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Face recognition: A literature survey
W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld · 2003
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Models of large population recognition performance
P. Grother and P. J. Phillips · 2004
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Robust real-time face detection
P. Viola and M. J. Jones · 2004
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Face description with local binary patterns: Application to face recognition
T. Ahonen, A. Hadid, and M. Pietikainen · 2006
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Labeled faces in the wild: A database for studying face recognition in unconstrained environments
G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller · 2007
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The fg-net aging database, 2008
T. Cootes and A. Lanitis · 2008
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Autotagging facebook: Social network context improves photo annotation
Z. Stone, T. Zickler, and T. Darrell · 2008
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Attribute and simile classifiers for face verification
N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar · 2009
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Multi-pie
R. Gross, I. Matthews, J. Cohn, T. Kanade, and S. Baker · 2010
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Report on the evaluation of 2d still-image face recognition algorithms
P. J. Grother, G. W. Quinn, and P. J. Phillips · 2010
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Describable visual attributes for face verification and image search
N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar · 2011
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A discriminative model for age invariant face recognition
Z. Li, U. Park, and A. K. Jain · 2011
Cited alongside, same era.
Face recognition in unconstrained videos with matched background similarity
L. Wolf, T. Hassner, and I. Maoz · 2011
Cited alongside, same era.
Bayesian face revisited: A joint formulation
D. Chen, X. Cao, L. Wang, F. Wen, and J. Sun · 2012
Cited alongside, same era.
Can a “poor” verification system be a “good” identification system? a preliminary study
B. DeCann and A. Ross · 2012
Cited alongside, same era.
The challenge of face recognition from digital point-and-shoot cameras
J. R. Beveridge, P. J. Phillips, D. S. Bolme, B. A. Draper, G. H. Givens, Y. M. Lui, M. N. Teli, H. Zhang, W. T. Scruggs, K. W. Bowyer, et al · 2013
Cited alongside, same era.
A case study on unconstrained facial recognition using the boston marathon bombings suspects
Deeply learned face representations are sparse, selective, and robust
Y. Sun, X. Wang, and X. Tang · 2014
Later among the works it cites.
Deepface: Closing the gap to human-level performance in face verification
Y. Taigman, M. Yang, M. Ranzato, and L. Wolf · 2014
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Web-scale training for face identification
Y. Taigman, M. Yang, M. Ranzato, and L. Wolf · 2014
Later among the works it cites.
Learning face representation from scratch
D. Yi, Z. Lei, S. Liao, and S. Z. Li · 2014
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Megaface: A million faces for recognition at scale
Anonymous · 2015
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J. C. Klontz and A. K. Jain · 2013
Cited alongside, same era.
Supervised descent method and its applications to face alignment
X. Xiong and F. De la Torre · 2013
Cited alongside, same era.
Unconstrained face recognition: Identifying a person of interest from a media collection
L. Best-Rowden, H. Han, C. Otto, B. Klare, and A. K. Jain · 2014
Cited alongside, same era.
Cross-age reference coding for age-invariant face recognition and retrieval
B.-C. Chen, C.-S. Chen, and W. H. Hsu · 2014
Cited alongside, same era.
Illumination-aware age progression
I. Kemelmacher-Shlizerman, S. Suwajanakorn, and S. M. Seitz · 2014
Cited alongside, same era.
Face detection without bells and whistles
M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool · 2014
Cited alongside, same era.
Face recognition for web-scale datasets
E. G. Ortiz and B. C. Becker · 2014
Cited alongside, same era.
G. Hu, Y. Yang, D. Yi, J. Kittler, W. Christmas, S. Z. Li, and T. Hospedales · 2015
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Deep face recognition
O. M. Parkhi, A. Vedaldi, A. Zisserman, A. Vedaldi, K. Lenc, M. Jaderberg, K. Simonyan, A. Vedaldi, A. Zisserman, K. Lenc, et al · 2015
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Facenet: A unified embedding for face recognition and clustering
F. Schroff, D. Kalenichenko, and J. Philbin · 2015
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Deepid3: Face recognition with very deep neural networks
Y. Sun, D. Liang, X. Wang, and X. Tang · 2015
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The new data and new challenges in multimedia research
B. Thomee, D. A. Shamma, G. Friedland, B. Elizalde, K. Ni, D. Poland, D. Borth, and L.-J. Li · 2015
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Face search at scale: 80 million gallery
D. Wang, C. Otto, and A. K. Jain · 2015
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