Abstract

In the real-world application of face recognition system, owing to the difficulties of collecting samples or storage space of systems, only one sample image per person is stored in the system, which is so-called one sample per person problem. Moreover, pose and illumination have impact on recognition performance. We propose a novel pose and illumination robust algorithm for face recognition with a single training image per person to solve the above limitations. Experimental results show that the proposed algorithm is an efficient and practical approach for face recognition.

© 2008 Chinese Optics Letters

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  10. http://images.ee.umist.ac.uk/danny/database.html.

2007 (1)

2005 (2)

D. Zhang, S. Chen, and Z.-H. Zhou, Appl. Math. Comput. 163, 895 (2005).

D. Zhou, X. Yang, and N. Peng, Chin. Opt. Lett. 3, 330 (2005).

2004 (2)

X. Chen, Z. Jing, S. Sun, and G. Xiao, Chin. Opt. Lett. 2, 694 (2004).

S. Chen, D. Zhang, and Z.-H. Zhou, Pattern Recogn. Lett. 25, 1173 (2004).

2002 (1)

J. Wu and Z.-H. Zhou, Pattern Recogn. Lett. 23, 1711 (2002).

1997 (1)

P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, IEEE Trans. Pattern Analysis and Machine Intelligence 19, 711 (1997).

Belhumeur, P. N.

P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, IEEE Trans. Pattern Analysis and Machine Intelligence 19, 711 (1997).

Chen, S.

D. Zhang, S. Chen, and Z.-H. Zhou, Appl. Math. Comput. 163, 895 (2005).

S. Chen, D. Zhang, and Z.-H. Zhou, Pattern Recogn. Lett. 25, 1173 (2004).

Chen, X.

Hespanha, J. P.

P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, IEEE Trans. Pattern Analysis and Machine Intelligence 19, 711 (1997).

Huang, G.

Jing, Z.

Kriegman, D. J.

P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, IEEE Trans. Pattern Analysis and Machine Intelligence 19, 711 (1997).

Liu, G.

Lü, X.

Peng, N.

Sun, S.

Wu, J.

J. Wu and Z.-H. Zhou, Pattern Recogn. Lett. 23, 1711 (2002).

Xiao, G.

Yang, X.

Zhang, D.

D. Zhang, S. Chen, and Z.-H. Zhou, Appl. Math. Comput. 163, 895 (2005).

S. Chen, D. Zhang, and Z.-H. Zhou, Pattern Recogn. Lett. 25, 1173 (2004).

Zhou, D.

Zhou, Z.-H.

D. Zhang, S. Chen, and Z.-H. Zhou, Appl. Math. Comput. 163, 895 (2005).

S. Chen, D. Zhang, and Z.-H. Zhou, Pattern Recogn. Lett. 25, 1173 (2004).

J. Wu and Z.-H. Zhou, Pattern Recogn. Lett. 23, 1711 (2002).

Appl. Math. Comput. (1)

D. Zhang, S. Chen, and Z.-H. Zhou, Appl. Math. Comput. 163, 895 (2005).

Chin. Opt. Lett. (3)

IEEE Trans. Pattern Analysis and Machine Intelligence (1)

P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, IEEE Trans. Pattern Analysis and Machine Intelligence 19, 711 (1997).

Pattern Recogn. Lett. (2)

J. Wu and Z.-H. Zhou, Pattern Recogn. Lett. 23, 1711 (2002).

S. Chen, D. Zhang, and Z.-H. Zhou, Pattern Recogn. Lett. 25, 1173 (2004).

Other (3)

F. S. Samaria and A. C. Harter, in Proceedings of 2nd IEEE Workshop on Applications of Computer Vision 138 (1994).

http://cvc.yale.edu/projects/yalefaces/yalefaces.html.

http://images.ee.umist.ac.uk/danny/database.html.

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