Face liveness detection with component dependent descriptor

Proceedings - 2013 International Conference on Biometrics, ICB 2013

Volumn , Issue , 2013, Pages

  Yang, Jianwei ^a   Lei, Zhen ^a   Liao, Shengcai ^a   Li, Stan Z ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPONENT BASED; DESCRIPTORS; FACE LIVENESS; FACE MASKS; FACE REPRESENTATIONS; LIVENESS DETECTION; LOW-LEVEL FEATURES; SPOOFING ATTACKS;

BIOMETRICS;

EID: 84887468828     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICB.2013.6612955     Document Type: Conference Paper

References (26)

1. A. Anjos and S. Marcel. Counter-measures to photo attacks in face recognition: a public database and a baseline. In International Joint Conference on Biometrics 2011, Oct. 2011.
2. W. Bao, H. Li, N. Li, and W. Jiang. A liveness detection method for face recognition based on optical flow field. In Image Analysis and Signal Processing, pages 233-236, 2009.
3. K. Bonnen, B. Klare, and A. K. Jain. Component-based representation in automated face recognition. IEEE Transactions on Information Forensics and Security, 8(1):239-253, 2013.
4. C.-C. Chang and C.-J. Lin. Libsvm: A library for support vector machines. ACM TIST, 2(3):27, 2011.
5. G. Chetty. Biometric liveness checking using multimodal fuzzy fusion. In FUZZ-IEEE, pages 1-8, 2010.
6. G. Chetty and M. Wagner. Liveness detection using cross-modal correlations in face-voice person authentication. In INTERSPEECH, pages 2181-2184, 2005. (Pubitemid 43908527)
7. I. Chingovska, A. Anjos, and S. Marcel. On the effectiveness of local binary patterns in face anti-spoofing. In A. Brömme and C. Busch, editors, BIOSIG, pages 1-7. IEEE, 2012.
8. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, pages I: 886-893, 2005.
9. R. O. Duda and P. E. Hart. Pattern Classification. John Wiley and Sons, 2000.
10. M. M. C. et al. Competition on counter measures to 2-d facial spoofing attacks. In IJCB, pages 1-6, 2011.
11. H. Han, B. Klare, K. Bonnen, and A. K. Jain. Matching composite sketches to face photos: A component-based approach. IEEE Transactions on Information Forensics and Security, 8(1):191-204, 2013.
12. K. Kollreider, H. Fronthaler, and J. Bigun. Verifying liveness by multiple experts in face biometrics. In Biometrics, pages 1-6, 2008.
13. K. Kollreider, H. Fronthaler, M. I. Faraj, and J. Bigün. Real-time face detection and motion analysis with application in "liveness" assessment. IEEE Transactions on Information Forensics and Security, 2(3-2):548-558, 2007. (Pubitemid 47290588)
14. S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR (2), pages 2169-2178, 2006. (Pubitemid 44931582)
15. J. Li, Y. Wang, T. Tan, and A. K. Jain. Live face detection based on the analysis of fourier spectra. In In Biometric Technology for Human Identification, pages 296-303, 2004.
16. J. Maatta, A. Hadid, and M. Pietikainen. Face spoofing detection from single images using micro-texture analysis. In Biometrics (IJCB), 2011 International Joint Conference on, pages 1-7, oct. 2011.
17. V. Ojansivu and J. Heikkila. Blur insensitive texture classification using local phase quantization. In Image and Signal Processing, pages 236-243, 2008.
18. G. Pan, L. Sun, Z. Wu, and S. Lao. Eyeblink-based anti-spoofing in face recognition from a generic webcamera. In ICCV, pages 1-8, 2007.
19. K. Pan, S. C. Liao, Z. J. Zhang, S. Z. Li, and P. R. Zhang. Part-based face recognition using near infrared images. In OTCBVS Benchmark Dataset Collection, pages 1-6, 2007.
20. I. Pavlidis and P. Symosek. The imaging issue in an automatic face/disguise detection system. In Computer Vision Beyond the Visible Spectrum: Methods and Applications, page 15, 2000.
21. B. Peixoto, C. Michelassi, and A. Rocha. Face liveness detection under bad illumination conditions. In ICIP, pages 3557-3560, 2011.
22. S. Shafer. Using color to separate reflection components. Color Research and Applications, 210:210-218, 1985. (Pubitemid 16520383)
23. L. Sun, G. Pan, Z. Wu, and S. Lao. Blinking-based live face detection using conditional random fields. In ICB, pages 252-260, 2007.
24. X. Tan, Y. Li, J. Liu, and L. Jiang. Face liveness detection from a single image with sparse low rank bilinear discriminative model. In ECCV (6), pages 504-517, 2010.
25. Z. Zhang, J. Yan, S. Liu, Z. Lei, D. Yi, and S. Z. Li. A face antispoofing database with diverse attacks. In A. K. Jain, A. Ross, S. Prabhakar, and J. Kim, editors, ICB, pages 26-31. IEEE, 2012.
26. Z. Zhang, D. Yi, Z. Lei, and S. Z. Li. Face liveness detection by learning multispectral reflectance distributions. In FG, pages 436-441, 2011.