Blinking-based live face detection using conditional random fields
作者： Lin Sun , Gang Pan , Zhaohui Wu , Shihong Lao
DOI: 10.1007/978-3-540-74549-5_27
关键词: CRFS 、 Computer science 、 Sequence 、 AdaBoost 、 Liveness 、 Face (geometry) 、 Artificial intelligence 、 Computer vision 、 Hidden Markov model 、 Face detection 、 Conditional random field
摘要: This paper presents a blinking-based liveness detection method for human face using Conditional Random Fields (CRFs). Our method only needs a web camera for capturing video …
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K. Kollreider, H. Fronthaler, J. Bigun, Evaluating liveness by face images and the structure tensor Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID'05). pp. 75- 80 ,(2005) , 10.1109/AUTOID.2005.20
Yoav Freund, Robert E Schapire, A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting conference on learning theory. ,vol. 55, pp. 119- 139 ,(1997) , 10.1006/JCSS.1997.1504
P.J. Phillips, Hyeonjoon Moon, S.A. Rizvi, P.J. Rauss, The FERET evaluation methodology for face-recognition algorithms IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 22, pp. 1090- 1104 ,(2000) , 10.1109/34.879790
C. Sminchisescu, A. Kanaujia, Zhiguo Li, D. Metaxas, Conditional models for contextual human motion recognition international conference on computer vision. ,vol. 2, pp. 1808- 1815 ,(2005) , 10.1109/ICCV.2005.59
R.W. Frischholz, U. Dieckmann, BiolD: a multimodal biometric identification system Computer. ,vol. 33, pp. 64- 68 ,(2000) , 10.1109/2.820041
Ruud Bolle, Anil K. Jain, Sharath Pankanti, Biometrics: Personal Identification in Networked Society ,(2013)
D.M Gavrila, The Visual Analysis of Human Movement Computer Vision and Image Understanding. ,vol. 73, pp. 82- 98 ,(1999) , 10.1006/CVIU.1998.0716
L.R. Rabiner, A tutorial on hidden Markov models and selected applications in speech recognition Proceedings of the IEEE. ,vol. 77, pp. 267- 296 ,(1989) , 10.1109/5.18626
T. Moriyama, T. Kanade, J.F. Cohn, Jing Xiao, Z. Ambadar, Jiang Gao, H. Imamura, Automatic recognition of eye blinking in spontaneously occurring behavior international conference on pattern recognition. ,vol. 4, pp. 40078- 40078 ,(2002) , 10.1109/ICPR.2002.1047404
Jiangwei Li, Yunhong Wang, Tieniu Tan, Anil K. Jain, Live face detection based on the analysis of Fourier spectra Biometric Technology for Human Identification. ,vol. 5404, pp. 296- 303 ,(2004) , 10.1117/12.541955