Abstract:In order to improve the accuracy of human face recognition and
reduce the computational complexity, we proposed a based Low
Resolution Completed Local Binary Pattern method. Firstly, we used
the preprocessed face images to extract the low resolution image
during the filtering operation; then CLBP operator is used to
extract the face gray image histogram; and fused into a CLBP
histogram for comparison; finally the face image will be identified
according to the proximity principle. The experimental results on
ORL and AR show that the method has a better recognition effect,
with shorter, more robust.
Wenhui Li;Ning Ma;Zhiyan Wang. An Improved LBP Method for Face Recognition[J]. , 2014, 11(11): 3825-3833.
Wenhui Li;Ning Ma;Zhiyan Wang. An Improved LBP Method for Face Recognition. , 2014, 11(11): 3825-3833.