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Face Recognition Method Based on Multi-channel Gabor Filtering and Center-Symmetric Local Binary Pattern
基于多通道Gabor滤波与CS-LBP的人脸识别方法

Keywords: Center-symmetric local binary pattern,Multi-channel Gabor filtering,Feature extraction,Face recognition
中心对称局部二值模式
,多通道Gabor滤波,特征提取,人脸识别

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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...

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