As the localbinary pattern operator discards a lot of important texture features, a new texture operator is proposed in this paper, the merge local binary patterns(MLBP)By using the absolute differences between P nei...
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As the localbinary pattern operator discards a lot of important texture features, a new texture operator is proposed in this paper, the merge local binary patterns(MLBP)By using the absolute differences between P neighbors of the LBP operator and the central pixel, an subtraction operator(SLBP) like LBP is proposed for the robust of the featureBy combining original LBP operator and SLBP operator into joint distribution, texture classification will improve significantlyExtensive experiments in CMU-PIE and AR face database present the advantages of the MLBP method over other methods.
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