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计算机科学 2010
Face Recognition Method Based on Multi-channel Gabor Filtering and Center-Symmetric Local Binary Pattern
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Abstract:
In recent years,Local Binary Pattern(LBP) has been successfully applied to face recognition.However,the dimensionality of the feature vector extracted by LBP is usually very high.On the contrary,Center-Symmetric Local Binary Pattern(CS-LBP) encodes the image with the technique of Center Symmetry.As a result,CS-LBP can largely reduce the extracted feature dimension.Therefore,in this paper,CS-LBP was employed to extract features from facial ima-ges,and then a new face recognition algorithm based on multi-chan...