[1]XU Y,LI Z,YANG J,et al.A survey of dictionary learning algorithms for face recognition[J].IEEE Access,2017,5:8502-8514.
[2]WU L,XU Y,XU X,et al.A face liveness detection scheme to combining static and dynamic features[M].Berlin,Germany:Springer,2016:628-636.
[3]MOHAN K,CHANDRASEKHAR P,JILANI S A K.A combined HOG-LPQ with Fuz-SVM classifier for object face liveness detection[C]//Proceedings of International Conference on IoT in Social,Mobile,Analytics and Cloud.Washington D.C.,USA:IEEE Press,2017:531-537.
[4]YEH C H,CHANG H H.Face liveness detection with feature discrimination between sharpness and blurriness[C]//Proceedings of the 15th IAPR International Conference on Machine Vision Applications.Washington D.C.,USA:IEEE Press,2017:398-401.
[5]SINGH M,ARORA A S.A robust anti-spoofing technique for face liveness detection with morphological operations[J].Optik-International Journal for Light and Electron Optics,2017,139(4):347-354.
[6]LAKSHMINARAYANA N N,NARAYAN N,NAPP N,et al.A discriminative spatio-temporal mapping of face for liveness detection[C]//Proceedings of IEEE International Conference on Identity,Security and Behavior Analysis.Washington D.C.,USA:IEEE Press,2017:1-7.
[7]任玉强,田国栋,周祥东,等.高安全性人脸识别系统中的唇语识别算法研究[J].计算机应用研究,2017,34(4):1221-1225.
[8]WANG Y,HAO X,HOU Y,et al.A new multispectral method for face liveness detection[C]//Proceedings of IAPR Asian Conference on Pattern Recognition.Washington D.C.,USA:IEEE Press,2013:922-926.
[9]BOULKENAFET Z,KOMULAINEN J,HADID A.Face spoofing detection using colour texture analysis[J].IEEE Transactions on Information Forensics and Security,2016,11(8):1818-1830.
[10]RAGHAVENDRA R,RAJA K B,VENKATESH S,et al.On the vulnerability of extended multispectral face recognition systems towards presentation attacks[C]//Proceedings of IEEE International Conference on Identity,Security and Behavior Analysis.Washington D.C.,USA:IEEE Press,2017:1-8.
[11]PAN G,SUN L,WU Z,et al.Eyeblink-based anti-spoofing in face recognition from a generic webcamera[C]//Proceedings of International Conference on Computer Vision.Washington D.C.,USA:IEEE Press,2007:1-8.
[12]FENG L,PO L M,LI Y,et al.Face liveness detection using shearlet-based feature descriptors[EB/OL].[2018-01-05].http://www.ee.cityu.edu.hk/~lmpo/publications/2017_JEI_face_liveness.pdf.
[13]SINGH A K,JOSHI P,NANDI G C.Face recognition with liveness detection using eye and mouth movement[C]//Proceedings of International Conference on Signal Propagation and Computer Technology.Washington D.C.,USA:IEEE Press,2014:592-597.
[14]曹瑜,涂玲,毋立芳.身份认证中灰度共生矩阵和小波分析的活体人脸检测算法[J].信号处理,2014,30(7):830-835.
[15]MEI L,YANG D,FENG Z,et al.WLD-TOP based algorithm against face spoofing attacks[M].Berlin,Germany:Springer,2015:6.
[16]WILD P,RADU P,CHEN L,et al.Robust multimodal face and fingerprint fusion in the presence of spoofing attacks[J].Pattern Recognition,2016,50(C):17-25.
[17]NOBLE F K.Comparison of OpenCV’s feature detectors and feature matchers[C]//Proceedings of International Conference on Mechatronics and Machine Vision in Practice.Washington D.C.,USA:IEEE Press,2016:1-6.
[18]REN S,CAO X,WEI Y,et al.Face alignment at 3 000 FPS via regressing local binary features[C]//Proceedings of International Conference on Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press,2014:1685-1692.
[19]ZHANG Z,YAN J,LIU S,et al.A face anti-spoofing database with diverse attacks[C]//Proceedings of the 5th IAPR International Conference on Biometrics.Washington D.C.,USA:IEEE Press,2012:26-31.
[20]LIAO S,JAIN A K,LI S Z.A fast and accurate unconstrained face detector[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2016,38(2):211-223.
[21]AKBULUT Y,SENGUR A,BUDAK U,et al.Deep learning based face liveness detection in videos[C]//Proceedings of International Artificial Intelligence and Data Processing Symposium.Washington D.C.,USA:IEEE Press,2017:1-4. |