Recognizing faces of moving people by hierarchical image-set matching

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2007, Pages

  Nishiyama, Masashi ^a   Yuasa, Mayumi ^a   Shibata, Tomoyuki ^a   Wakasugi, Tomokazu ^a   Kawahara, Tomokazu ^a   Yamaguchi, Osamu ^a  

^a TOSHIBA CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

HIERARCHICAL SYSTEMS; IMAGE ANALYSIS; PATTERN MATCHING; SET THEORY;

HIERARCHICAL IMAGE-SET MATCHING (HISM); VIDEO SEQUENCES;

FACE RECOGNITION;

EID: 34948835679     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2007.383396     Document Type: Conference Paper

References (26)

1. O. Arandjelovic and R. Cipolla. Face recognition from image sets using robust kernel resistor-average distance. The First IEEE Workshop on Face Processing in Video, 2004.
2. V. Blanz and T. Vetter. Face recognition based on fitting a 3d morphable model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(9): 1063 - 1074, 2003.
3. R. Chellappa, V. Kruger, and S. Zhou. Probabilistic recognition of human faces from video. The IEEE International Conference on Image Processing, 1:41 - 44, 2002.
4. R. O. Duda, P. E. Hart, and D. G. Stork. Pattern classification second edition. John Wiley & Sons, 2000.
5. T. Kato, Y Mukaigawa, and T. Shakunaga. Cooperative distributed registration for robust face recognition. Systems and Computers in Japan, 33(14):91 - 100, 2002.
6. T. K. Kim, J. Kittler, and R. Cipolla. Incremental learning of locally orthogonal subspaces for set-based object recognition. Proceeding British Machine Vision Conference, 2006.
7. J. Kittler. The subspace approach to pattern recognition, in Progress in cybernetics and systems research.(Edited by R. Trappl, G. J. Klir, and L. Ricciardi), Hemisphere Publ. Co., page 92, 1978.
8. T. Kozakaya and O. Yamaguchi. Face recognition by projection-based 3d normalization and shading subspace orthogonalization. 7th International Conference Automatic Face and Gesture Recognition, pages 163 - 168, 2006.
9. S. Z. Li and A. K. Jain. Handbook of face recognition. Springer, 2005.
10. T. Mita, T. Kaneko, and O. Hori. Joint haar-like features far face detection. Tenth IEEE International Conference on Computer Vision, pages 1619 - 1626, 2005.
11. K. Nagao and M. Sohma. Weak orthogonalization of face and perturbation for recognition. IEEE Proceeding Conference on Computer Vision and Pattern Recognition, pages 845 -852, 1998.
12. A. Nakazawa, H. Kato, S. Hiura, and S. Inokuchi. Tracking multiple people using distributed vision systems. International conference on Robotics & Automation, pages 2974 -2981, 2002.
13. M. Nishiyama and O. Yamaguchi. Face recognition using the classified appearance-based quotient image. 7th International Conference Automatic Face and Gesture Recognition, pages 49 - 54, 2006.
14. E. Oja. Subspace methods of pattern recognition. Research Studies Press, 1983.
15. J. H. P.N. Belhumeur and D. Kriegman. Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(1):711-120, 1997.
16. G. Shakhnarovich, J. W. Fisher, and T. Darrell. Face recognition from, long-term observations. 7th European Conference on Computer Vision, pages 851 - 868, 2002.
17. H. Tanaka, I. Kitahara, H. Saito, H. Murase, K. Kogure, and N. Hagita. Dynamically visual learning for people identification, with, sparsely distributed cameras. 14th Scandinavian Conference on Image Analysis, pages 130 - 140, 2005.
18. M. Turk and A. Pentland. Face recognition, using eigenfaces. IEEE Proceeding Conference on Computer Vision and Pattern Recognition, pages 586 - 591, 1991.
19. N. Ukita and T. Matsuyama. Real-time cooperative multitarget tracking by communicating active vision agents. Computer Vision and Image Understanding, 97(2): 137 - 179, 2005.
20. R. C. Verma, C. Schmid, and K. Mikolajczyk. Face detection and tracking in a video by propagating detection probabilitie. IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(10):1215 - 1228, 2003.
21. H. Wang, S. Z. Li, and Y. Wang. Generalized quotient image. IEEE Proceeding Conference on Computer Vision and Pattern Recognition, 2:498 - 505, 2004.
22. J. G. Wang, R. Venkateswarlu, and E. T. Lim. Face tracking and recognition from stereo sequence. 4th International Conference on Audio- and Video-based Biometrie Person Authentication, pages 145 - 153, 2003.
23. S. Watanabe and N. Pakvasa. Subspace method of pattern recognition. International Joint Conference on Pattern Recognition, pages 25 - 32, 1973.
24. L. Wolf and A. Shashua. Learning over sets using kernel principal angles. Journal of Machine Learning Research, pages 913-931, 2003.
25. O. Yamaguchi, K. Fukui, and K. Maeda. Face recognition using temporal image sequence. Third International Conference onAutomatic Face and Gesture Recognition, pages 318 - 323, 1998.
26. Z. Yang, H. AI, B. Wu, S. Lao, and L. Cai. Face pose estimation, and its application, in. video shot selection. International Conference on Pattern Recognition 2004, pages 322 - 325, 2004.