Face recognition with MRC-boosting

Proceedings of the IEEE International Conference on Computer Vision

Volumn II, Issue , 2005, Pages 1770-1777

  Xu, Xun ^a   Huang, Thomas S ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; FEATURE EXTRACTION; OPTIMAL CONTROL SYSTEMS; PROBLEM SOLVING;

MAXIMAL REJECTION CLASSIFIERS; MRC BOOSTING; OPTIMAL FEATURES; TARGET DETECTION;

FACE RECOGNITION;

EID: 33745918938     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2005.93     Document Type: Conference Paper

References (15)

1. M. Elad, Y. Hel-Or, and Renato Keshet, "Pattern Detection Using a Maximal Rejection Classifier", Pattern Recognition Letters, Vol. 23, No. 12, pp. 1459-1471, October 2002.
2. Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, and Hong-Jiang Zhang, "Face Recognition Using Laplacianfaces", IEEE Transactions on Patten Analysis and Machine Intelligence, v27, n3, Mar. 2005.
3. Jones, M.J. and Viola, P., "Face Recognition Using Boosted Local Features", MERL Technical Report. TR 2003-25, April 2003.
4. Z. Li and X. Tang, "Bayesian face recognition using support vector machine and face clustering", Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2004.
5. C. Liu and H.Y. Shum. "Kullback-Leibler boosting". IEEE Computer Society Conference of Computer Vision and Pattern Recognition, pp. 587-594, 2003
6. Moghaddam, B.; Jebara, T.; Pentland, A., "Bayesian Face Recognition", Pattern Recognition, Vol 33, Issue 11, pps 1771-1782, November 2000
7. P. Jonathon Phillips, Hyeonjoon Moon, Syed A. Rizvi and Patrick J. Rauss, "The FERET Evaluation Methodology for Face-Recognition Algorithms", IEEE Transactions on Pattern Analysis and Machine Intelligence, pp 1090-1104, v22, n10, Oct. 2000.
8. S. Romdhani, V. Blanz, and T. Vetter. "Face identification by matching a 3D morphable model using linear shape and texture error functions". In Proceedings of the European Conference on Computer Vision, pages 3-19, 2002.
9. Robert E. Schapire, Yoav Freund, Peter Bartlett and Wee Sun Lee, "Boosting the margin: a new explanation for the effectiveness of voting methods", In Proc. 14th International Conference on Machine Learning, pp 322-330, Morgan Kaufmann, 1997
10. Terence Sim, Simon Baker and Maan Bsat, "The CMU Pose, Illumination, and Expression Database", IEEE Transactions on Pattern Analysis and Machine Intelligence, pp 1615-1618, v25, n12,Dec. 2003.
11. L. Sirovich and M. Kirby, "Low-Dimensional Procedure for the Characterization of Human Faces", J. Optical Soc. Am. A, vol. 4, pp. 519-524, 1987.
12. Jilin Tu, Zhenqiu Zhang, Zhihong Zeng and Thomas Huang, "Face Localization via Hierarchical CONDENSATION with Fisher Boosting Feature Selection", IEEE-CVPR, Vol.2, Pg. 719-724, 2004.
13. Turk, M., Pentland, A., "Eigenfaces for Recognition", Journal of Cognitive Neuroscience, Vol. 3, No. 1, 1991.
14. Paul Viola and Michael Jones, "Robust Real-time Object Detection", ICCV 2001 Workshop on Statistical and Computation Theories of Vision.
15. Lei Zhang, Stan Z. Li, ZhiYi Qu, Xiangsheng Huang. "Boosting Local Feature Based Classifiers for Face Recognition". First IEEE Workshop on Face Processing in Video. June 28, 2004, Washington, D.C., USA.