Deep representations for iris, face, and fingerprint spoofing detection. Menotti, D.; Chiachia, G.; Pinto, A.; Robson Schwartz, W.; Pedrini, H.; Xavier Falcao, A.; and Rocha, A. IEEE Transactions on Information Forensics and Security, 10(4):864-879, April, 2015.
doi  bibtex   
  author = {Menotti, D. and Chiachia, G. and Pinto, A. and Robson Schwartz, W. and Pedrini, H. and Xavier Falcao, A. and Rocha, A.},
 journal = {IEEE Transactions on Information Forensics and Security},
 month = {April},
 number = {4},
 pages = {864-879},
 title = {Deep representations for iris, face, and fingerprint spoofing detection},
 volume = {10},
 year = {2015},
 issn = {1556-6013},
 keywords = {biometrics (access control);face recognition;fingerprint identification;iris recognition;biometric reading systems;biometric spoofing benchmarks;convolutional network architectures;deep representations;domain knowledge;face detection;fingerprint spoofing detection;global security;image based attacks;iris detection;national security;person authentication;person identification;personal security;spoofing detection;Benchmark testing;Computer architecture;Face;Feature extraction;Fingerprint recognition;Iris recognition;Optimization;Back-propagation;Convolutional Networks;Deep Learning;Deep learning;Filter Weights Learning;Hyperparameter Architecture Optimization;Spoofing Detection;back-propagation;convolutional networks;filter weights learning;hyperparameter architecture optimization;spoofing detection},
 doi = {10.1109/TIFS.2015.2398817},
 title_with_no_special_chars = {Deep Representations for Iris Face and Fingerprint Spoofing Detection}
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