Pose-robust representation for face verification in unconstrained videos

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

Volumn , Issue , 2013, Pages 3715-3719

  Nguyen, Hoang Anh B ^a   Li, Wen ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Face recognition; video representation

Indexed keywords

SECURITY SYSTEMS;

FACE REPRESENTATIONS; FACE VERIFICATION; KEY-FRAMES; LIGHTING CONDITIONS; POSE ROBUST; PROFILE FACES; SIMILARITY SCORES; VIDEO REPRESENTATIONS;

FACE RECOGNITION;

EID: 84897795069     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2013.6738766     Document Type: Conference Paper

References (31)

1. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of cognitive neuroscience, vol. 3, no. 1, pp. 71-86, 1991.
2. P.N. Belhumeur, J.P. Hespanha, and D.J. Kriegman, "Eigenfaces vs. fisherfaces: Recognition using class specific linear projection," T-PAMI, vol. 19, no. 7, pp. 711-720, 1997.
3. J. Wright, A.Y. Yang, A. Ganesh, S.S. Sastry, and Y. Ma, "Robust face recognition via sparse representation," TPAMI, vol. 31, no. 2, pp. 210-227, 2009.
4. Y. Huang, D. Xu, and T. J. Cham, "Face and human gait recognition using image-to-class distance," T-CSVT, vol. 20, no. 3, pp. 431-438, 2010.
5. S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, and H. Zhang, "Multilinear discriminant analysis for face recognition," T-IP, vol. 16, no. 1, pp. 212-220, 2007.
6. Y. Huang, D. Xu, and F. Nie, "Patch distribution compatible semi-supervised dimension reduction for face and human gait recognition," T-CSVT, vol. 22, no. 3, pp. 479-488, 2012.
7. N. Kumar, A.C. Berg, P.N. Belhumeur, and S.K. Nayar, "Attribute and simile classifiers for face verification," in ICCV, 2009.
8. Q. Yin, X. Tang, and J. Sun, "An associate-predict model for face recognition," in CVPR, 2011.
9. T. Berg and P.N. Belhumeur, "Tom-vs-pete classifiers and identity-preserving alignment for face verification," in BMVC, 2012.
10. Z. Cui,W. Li, D. Xu, S. Shan, and X. Chen, "Fusing robust face region descriptors via multiple metric learning for face recognition in the wild," in CVPR, 2013.
11. R. Chellappa, M. Du, P. Turaga, and S.K. Zhou, "Face tracking and recognition in video," Handbook of Face Recognition, pp. 323-351, 2011.
12. U. Park, A.K. Jain, and A. Ross, "Face recognition in video: Adaptive fusion of multiple matchers," in CVPR, 2007.
13. R. Wang, S. Shan, X. Chen, and W. Gao, "Manifoldmanifold distance with application to face recognition based on image set," in CVPR, 2008.
14. G. Shakhnarovich, J. Fisher, and T. Darrell, "Face recognition from long-term observations," ECCV, pp. 851-865, 2002.
15. O. Yamaguchi, K. Fukui, and K. Maeda, "Face recognition using temporal image sequence," in FG, 1998.
16. Z. Cui, S. Shan, H. Zhang, S. Lao, and X. Chen, "Image sets alignment for video-based face recognition," in CVPR, 2012.
17. L. Wolf, T. Hassner, and I. Maoz, "Face recognition in unconstrained videos with matched background similarity," in CVPR, 2011.
18. X. Zhang and Y. Gao, "Face recognition across pose: A review," Pattern Recognition, vol. 42, no. 11, pp. 2876-2896, 2009.
19. X. Liu and T. Chen, "Pose-robust face recognition using geometry assisted probabilistic modeling," in CVPR, 2005.
20. X. Liu and T. Chen, "Video-based face recognition using adaptive hidden markov models," in CVPR, 2003.
21. S. Zhou, V. Krueger, and R. Chellappa, "Probabilistic recognition of human faces from video," CVIU, vol. 91, no. 1, pp. 214-245, 2003.
22. L. Wolf, T. Hassner, Y. Taigman, et al., "Descriptor based methods in the wild," in Workshop on Faces in'Real-Life'Images: Detection, Alignment, and Recognition, 2008.
23. Y. Taigman, L. Wolf, and T. Hassner, "Multiple oneshots for utilizing class label information," in BMVC, 2009.
24. M. Kan, S. Shan, D. Xu, and X. Chen, "Sideinformation based linear discriminant analysis for face recognition," in BMVC, 2011.
25. H. Li, G. Hua, Z. Lin, J. Brandt, and J. Yang, "Probabilistic elastic matching for pose variant face verification," in CVPR, 2013.
26. J.M. Saragih, S. Lucey, and J.F. Cohn, "Face alignment through subspace constrained mean-shifts," in CVPR, 2009.
27. Y.Wang, S. Lucey, and J. F. Cohn, "Enforcing convexity for improved alignment with constrained local models," in CVPR, 2008.
28. C-C. Chang and C-J. Lin, "LIBSVM: A library for support vector machines," ACM Transactions on Intelligent Systems and Technology, vol. 2, pp. 27:1-27:27, 2011.
29. T. Ahonen, A. Hadid, and M. Pietikainen, "Face description with local binary patterns: Application to face recognition," T-PAMI, vol. 28, no. 12, pp. 2037-2041, 2006.
30. C. Liu and H.Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," T-IP, vol. 11, no. 4, pp. 467-476, 2002.
31. L. Wolf and N. Levy, "The svm-minus similarity score for video face recognition," in CVPR, 2013.