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Deep face recognition: A survey

Neurocomputing · 2020 · Vol. 429 · pp. 215–244
Mei WangWeihong Deng
Face recognition and analysisFace and Expression RecognitionBiometric Identification and SecurityComputer scienceDeep learningNormalization (sociology)Artificial intelligenceDeep neural networksFacial recognition systemArchitectureMachine learningFeature extractionFace (sociological concept)

Funding

  • National Key Research and Development Program of China
Citations
934
FWCI
50.15
field-weighted impact
References
470
Percentile
100%
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Citations per year
Cited by
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References
PCANet: A Simple Deep Learning Baseline for Image Classification?
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Face recognition
ACM Computing Surveys · 2003 · 6,131 citations
Feature level fusion of hand and face biometrics
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2005 · 390 citations
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision · 2015 · 39,683 citations
Face recognition using Laplacianfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 3,279 citations
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 11,705 citations
Product Quantization for Nearest Neighbor Search
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 2,811 citations
Robust Face Recognition via Sparse Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9,475 citations
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