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ICPR
2008
IEEE

Color face recognition based on 2DPCA

13 years 9 months ago
Color face recognition based on 2DPCA
This paper presents a novel color face recognition approach based on 2DPCA. A matrix-representation model, which encodes the color information directly, is proposed to describe the color face image. The matrix-representation model defines the pixel in color face image as the basic unit, the color information of the pixel as the basic component, and then represents the color face image efficiently in the format of matrix. Based on the representation model, color-Eigenfaces are computed for feature extraction using 2DPCA. Nearest neighborhood classification approach is adopted to identify the color face samples. Experimental results on CVL and CMU PIE color face database show the good performance of the proposed color face recognition approach.
Chengzhang Wang, Baocai Yin, Xiaoming Bai, Yanfeng
Added 30 May 2010
Updated 30 May 2010
Type Conference
Year 2008
Where ICPR
Authors Chengzhang Wang, Baocai Yin, Xiaoming Bai, Yanfeng Sun
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