Locally linear models on face appearance manifolds with application to dual-subspace based classification

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

Volumn 2, Issue , 2006, Pages 1384-1390

  Fan, Wei ^a   Yeung, Dit Yan ^a  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

DISTANCE-BASED CLUSTERING; DUAL-SUBSPACE BASED CLASSIFICATION; NONPARAMETRIC METHOD; VIDEO SEQUENCE;

CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; FEATURE EXTRACTION; HIERARCHICAL SYSTEMS; IMAGE PROCESSING; MATHEMATICAL MODELS;

FACE RECOGNITION;

EID: 33845579537     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2006.178     Document Type: Conference Paper

References (17)

1. O. Arandjelovic, G. Shakhnarovich, J. Fisher, R. Cipolla, and T. Darrell. Face recognition with image sets using manifold density divergence. In Proceedings of the CVPR, volume 1, pages 581-588, 2005.
2. A. Björck and G. Golub. Numerical methods for computing angles between linear subspaces. Mathematics of Computation, 27(123):579-594, 1973.
3. R. Duda, P. Hart, and D. Stork. Pattern Classification. Wiley, 2000.
4. A. Hadid and M. Pietikainen. From still image to video-based face recognition: an experimental analysis. In Proc. of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, pages 17-19, 2004.
5. H. Hotelling. Relations between two sets of variates. Biometrika, 28:321-372, 1936.
6. N. Kambhatla and T. Leen. Dimension reduction by local principal component analysis. Neural Computation, 9:1493-1516, 1997.
7. K. Lee, J. Ho, M. Yang, and D. Kriegman. Video-based face recognition using probabilistic appearance manifolds. In Proceedings of the CVPR, pages 313-320, 2003.
8. X. Liu and T. Chen. Video-based face recognition using adaptive hidden Markov models. In Proceedings of the CVPR, pages 340-345, 2003.
9. B. Moghaddam, T. Jebara, and A. Pentland. Bayesian face recognition. Pattern Recognition, 33:1771-1782, 2000.
10. A. O'Toole, D. Roark, and H. Abdi. Recognizing moving faces: A psychological and neural synthesis. Journal of Vision, 2:604a, July 2002.
11. S. Roweis and L. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, December 2000.
12. G. Shakhnarovich, J. Fisher, and T. Darrell. Face recognition from long-term observations. In Proceedings of the ECCV, volume 3, pages 851 - 868, 2002.
13. J. Tenenbaum, V. Silva, and J. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 290(5500):2319-2323, December 2000.
14. P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In Proceedings of the CVPR, volume 1, pages 511-518, 2001.
15. O. Yamaguchi, K. Fukui, and K. Maeda. Face recognition using temporal image sequence. In Proc. of IEEE Internation Conf. on Automatic Face and Gesture Recognition, pages 318-323, 1998.
16. W. Zhao, R. Chellappa, P. Phillips, and A. Rosenfeld. Face recognition: A literature survey. ACM Comput. Surv., 35(4):399-458, 2003.
17. S. Zhou and R. Chellappa. Probabilistic human recognition from video. In Proceedings of the ECCV, volume 3, pages 681-697, 2002.