A Hybrid Method for Face Recognition Based on Fractal Coding and Singular Value Decomposition

Cao Lin; Liu Xiao-jun; Zou Mou-yan

Volume 27 Issue 4

Apr. 2005

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Article Navigation > Journal of Electronics & Information Technology > 2005 > 27(4): 544-547

Cao Lin, Liu Xiao-jun, Zou Mou-yan. A Hybrid Method for Face Recognition Based on Fractal Coding and Singular Value Decomposition[J]. Journal of Electronics & Information Technology, 2005, 27(4): 544-547.

Citation:

Cao Lin, Liu Xiao-jun, Zou Mou-yan. A Hybrid Method for Face Recognition Based on Fractal Coding and Singular Value Decomposition[J]. Journal of Electronics & Information Technology, 2005, 27(4): 544-547.

Citation:

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A Hybrid Method for Face Recognition Based on Fractal Coding and Singular Value Decomposition

Received Date: 2003-12-12
Rev Recd Date: 2004-03-02
Publish Date: 2005-04-19

Abstract

Abstract

In this paper, a new face recognition method based on fractal coding is proposed. Fractal singular value neighbor distance is brought forward based on fractal neighbor distance. Fractal coding and local singular value decomposition are used to improve the recognition rate. The experimental results show that the method can keep a good robustness to the variation of illumination, pose and expression, compared with fractal neighbor distances. Furthermore, the method shows that the training time is short and recognition rate is high.

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References(1)

References

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