Complementary countermeasures for detecting scenic face spoofing attacks

Proceedings - 2013 International Conference on Biometrics, ICB 2013

Volumn , Issue , 2013, Pages

  Komulainen, Jukka ^a   Hadid, Abdenour ^a   Pietikainen, Matti ^a   Anjos, Andre ^b   Marcel, Sebastien ^b  

^a UNIVERSITY OF OULU   (Finland)

^b IDIAP RESEARCH INSTITUTE   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS;

ANTI-SPOOFING; ATTACK SCENARIOS; CLASSIFICATION SCHEME; FUSION PERFORMANCE; GENERALIZATION ABILITY; REPLAY ATTACK; SPOOFING ATTACKS; VISUAL CUES;

FACE RECOGNITION;

EID: 84887484112     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICB.2013.6612968     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 IJCB, 2011.
2. A. Anjos, L. E. Shafey, R. Wallace, M. Günther, C. McCool, and S. Marcel. Bob: a free signal processing and machine learning toolbox for researchers. In ACMMM, Oct. 2012.
3. J. Bai, T.-T. Ng, X. Gao, and Y.-Q. Shi. Is physics-based liveness detection truly possible with a single image? In ISCAS, pages 3425-3428, 2010.
4. W. Bao, H. Li, N. Li, and W. Jiang. A liveness detection method for face recognition based on optical flow field. In IASP, pages 233-236, 2009.
5. M. M. Chakka, A. Anjos, S. Marcel, R. Tronci, D. Muntoni, G. Fadda, M. Pili, N. Sirena, G. Murgia, M. Ristori, F. Roli, J. Yan, D. Yi, Z. Lei, Z. Zhang, S. Z. Li, W. R. Schwartz, A. Rocha, H. Pedrini, J. Lorenzo-Navarro, M. Castrillón-Santana, J. Määttä, A. Hadid, and M. Pietikäinen. Competition on counter measures to 2-d facial spoofing attacks. In IJCB, 2011.
6. I. Chingovska, A. Anjos, and S. Marcel. On the effectiveness of local binary patterns in face anti-spoofing. In BIOSIG, Sept. 2012.
7. R. W. Frischholz and U. Dieckmann. Bioid: A multimodal biometric identification system. Computer, 33(2):64-68, Feb. 2000. (Pubitemid 30549008)
8. R. W. Frischholz and A. Werner. Avoiding replay-attacks in a face recognition systenm using head-pose estimation. In AMFG, 2003.
9. K. Kollreider, H. Fronthaler, and J. Bigun. Verifying liveness by multiple experts in face biometrics. In CVPRW, pages 1200-1205, 2008.
10. K. Kollreider, H. Fronthaler, and J. Bigun. Non-intrusive liveness detection by face images. IVC, 233:233-244, 2009.
11. K. Kollreider, H. Fronthaler, M. I. Faraj, and J. Bigun. Realtime face detection and motion analysis with application in liveness assessment. TIFS, 2(3):548-558, Sept. 2007. (Pubitemid 47290588)
12. J. Komulainen, A. Hadid, and M. Pietikäinen. Face spoofing detection using dynamic texture. In ACCV 2012 Workshops, Part I (LBP 2012), LNCS, volume 7728, pages 146-157, 2013.
13. J. Li, Y. Wang, T. Tan, and A. K. Jain. Live face detection based on the analysis of fourier spectra. In BTHI, pages 296-303, 2004.
14. J. Määttä, A. Hadid, and M. Pietikäinen. Face spoofing detection from single images using micro-texture analysis. In IJCB, 2011.
15. M. D. Marsico, M. Nappi, D. Riccio, and J.-L. Dugelay. Moving face spoofing detection via 3d projective invariants. In ICB, pages 73-78, 2012.
16. T. Ojala, M. Pietikäinen, and T. Mäenpää. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. TPAMI, 24:971-987, July 2002. (Pubitemid 34835471)
17. G. Pan, Z. Wu, and L. Sun. Liveness detection for face recognition. In Recent Advances in Face Recognition, pages 109-124. 2008.
18. I. Pavlidis and P. Symosek. The imaging issue in an automatic face/disguise detection system. In CVBVS, 2000.
19. A. D. S. Pinto, H. Pedrini, W. R. Schwartz, and A. Rocha. Video-based face spoofing detection through visual rhythm analysis. In SIBGRAPI, 2012.
20. W. R. Schwartz, A. Rocha, and H. Pedrini. Face Spoofing Detection through Partial Least Squares and Low-Level Descriptors. In IJCB, 2011.
21. L. Sun, W. Huang, and M. Wu. Tir/vis correlation for liveness detection in face recognition. In CAIP, pages 114-121, 2011.
22. 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, pages 504-517, 2010.
23. R. Tronci, D. Muntoni, G. Fadda, M. Pili, N. Sirena, G. Murgia, M. Ristori, and F. Roli. Fusion of multiple clues for photo-attack detection in face recognition systems. In IJCB, 2011.
24. J. Yan, Z. Zhang, Z. Lei, D. Yi, and S. Z. Li. Face liveness detection by exploring multiple scenic clues. In ICARCV, 2012.
25. Z. Zhang, D. Yi, Z. Lei, and S. Z. Li. Face liveness detection by learning multispectral reflectance distributions. In FG 2011, pages 436-441, 2011.
26. G. Zhao and M. Pietikäinen. Dynamic texture recognition using local binary patterns with an application to facial expressions. TPAMI, 29(6):915-928, 2007. (Pubitemid 46667407)