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A Hybrid Method for Face Recognition Based on Fractal Coding and Singular Value Decomposition |
Cao Lin; Liu Xiao-jun; Zou Mou-yan |
Institute of Electronics Chinese Academy of Sciences Beijing 100080 China |
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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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Received: 12 December 2003
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