Robust face recognition using block-based bag of words

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 1285-1288

  Li, Zisheng ^a   Imai, Jun Ichi ^a   Kaneko, Masahide ^a  

^a UNIVERSITY OF ELECTRO COMMUNICATIONS   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BAG OF WORDS; CODE-WORDS; CODEWORD; FACE IMAGES; PARTIAL OCCLUSIONS; RECOGNITION RATES; SIFT FEATURE;

FACE RECOGNITION;

EID: 78149480682     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.320     Document Type: Conference Paper

References (22)

1. G. Shakhnarovich and B. Moghaddam. Face Recognition in Subspaces. Handbook of Face Recognition, Eds. Stan Z. Li and Anil K. Jain, Springer-Verlag, December 2004.
2. T. Ahonen, A. Hadid, and M. Pietikainen. Face recognition with local binary patterns. ECCV, 469-481, 2004.
3. L. Wiskott, J. M. Fellous, N. Kruger, and C. Malsburg. Face recognition by elastic bunch graph matching. IEEE Trans. Pattern Anal. Mach. Intell., 19(7):775-779, July 1997.
4. M. Bicego, A. Lagorio, E. Grosso, and M. Tistarclli. On the use of sift features for face authentication. CVPRW, 35-41, 2006.
5. J. Zou, Q. Ji, and G. Nagy. A comparative study of local matching approach for face recognition. IEEE Trans. Image Process., 16(10):2617-2627, October 2007.
6. A. M. Martinez. Recognition imprecisely localized, partially occluded, and expression variant faces from a single sample per class. IEEE Trans. Pattern Anal. Mach. Intell., 24(6):748-763, 2002.
7. H. R. Kanan, K. Faez, and Y. Gao. Face recognition using adaptively weighted patch PZM array from a single exemplar image per person. Pattern Recognit., 41(12):3799-3812, 2008.
8. X. Tan, S. Chen, Z. Zhou, and F. Zhang. Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft k-NN ensemble. IEEE Trans. Neural Netw., 16(4):875-886, July 2005.
9. X. Xie and K. Lam. Gabor-based kernel PCA with doubly nonlinear mapping for face recognition with a single face image. IEEE Trans. Image Process., 15(9):2481-2492, 2006.
10. Y. Gao and M. K.H. Leung. Face recognition using line edge map. IEEE Trans. Pattern Anal. Mach. Intell., 24(6):764-779, 2002.
11. F. Li and P. Perona. A bayesian hierarchical model for learning natural scene categories. CVPR, 2:524-531, 2005.
12. D. G. Lowe. Distinctive image features from scale-invariant keypoints. Comput. Vis., 60(2):91-110, November 2004.
13. A. M. Martinez and R. Benavente. The AR face database. CVC Tech. Rep., 24, 1998.
14. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre. XM2VTSDB: The extended m2vts database. AVBPA, 1999.
15. J. Wright, A. Y. Yang, A. Ganesh, S. S. Sastry, and Y. Ma. Robust face recognition via sparse representation. IEEE Trans. Pattern Anal. Mach. Intell., 31(2):210-227, February 2009.
16. X. Jiang, B. Mandal, and A. Kot. Eigenfeature regularization and extraction in face recognition. IEEE Trans. Pattern Anal. Mach. Intell., 30(3):383-394, March 2008. (Pubitemid 351280047)
17. Y. Yan and Y. Zhang. 1D correlation filter based class-dependence feature analysis for face recognition. Pattern Recognit., 41(12): 3834-3841, December 2008.
18. T. Zhao, Z. Liang, D. Zhang, and Q. Zou. Interest filter vs. interest operator: Face recognition using Fisher linear discriminant based on interest filter representation. Pattern Recognit. Letters, 29(13): 1849-1857, October 2008.
19. Z. Li, D. Lin, and X. Tang. Nonparametric discriminant analysis for face recognition. IEEE Trans. Pattern Anal. Mach. Intell., 31(4):755-761, April 2009.
20. T. Tan and H. Yan. Face recognition using weighted fractal neighbor distance. IEEE Trans. Syst. Man, Cybern. C, Applicat. Rev., 35(4):576-582, November 2005.
21. J. Lin, J. Ming, and D. Crookes. Robust face recognition using posterior union model based neural networks. IET Comput. Vis., 3(3):130-142, 2009.
22. D. Xu, S. Lin, S. Yan, and X. Tang. Rand-one projections with adaptive margins for face recognition. IEEE Trans. Syst. Man, Cybern. B, Cybern., 37(5):1226-1235, October 2007.