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Gabor features have been known to be effective for face recognition. However, only a few approaches utilize phase feature and they usually perform worse than those using magnitude feature. To investi...
Gabor features have been recognized as one of the best representations for face recognition. Usually, only the magnitudes of the Gabor coefficients are thought of as being useful for face recognition,...
In thispaper,weproposeLearnedLocalGaborPatterns(LLGP)forfacerepresentation and recognition.TheproposedmethodisbasedonGaborfeatureandtheconceptof texton,anddefinesthefeaturecliqueswhichappearfrequent...
A novel object descriptor, histogram of Gabor phase pattern (HGPP), is proposed for robust face recognition. In HGPP,the quadrant-bit codes are first extracted from faces based on the Gabor transform...
Gabor feature has been widely recognized as one of the best representations for face recognition. However,traditionally, it has to be reduced in dimension due to curse of dimensionality. In this pape...
This paper present a novel method for robust illumination-tolerant face recognition based on the Gabor phase and a probabilistic similarity measure.Invited by the work in Eigenphases [1] by using the ...
Spatial histogram* of Local Binary Pattern (LBP)and Local Gabor Binary Pattern (LGBP) has been successfully applied to face recognition and achieved state-of-the-art performance. Both LBP and LGBP ut...
Are Gabor Phases Are Really Useless for Face Recognition.
Gabor features has been recognized as one of the most successful representation methods, such as Elastic Graph Matching, Gabor Fisher Classifier, and AdaBoost Gabor Fisher Classifier. One of the key...
This paper proposes the AdaBoost Gabor Fisher Classifier (AGFC)for robust face recognition, in which a chain AdaBoost learning method based on Bootstrap re-sampling is proposed and applied to face rec...
Kernel based methods have been of wide concern in the ¯eld of machine learning. This paper proposes a novel Gabor-Kernel Fisher analysis method (G-EKFM) for face recognition, which applies Enhanc...
Face representation based on Gabor features has attracted much attention and achieved great success in face recognition area for the advantages of the Gabor features. However, Gabor features currently...

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