Theories and applications of LBP: a survey

Authors:
Yang Zhao
Affiliations:
Intelligent Computing Laboratory, Hefei Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei, China
Venue:
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Year:
2011

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Abstract

LBP operator is one of the best performing local texture descriptors and it has been broadly used in texture classification, face recognition, face expression recognition and so on. Existing improvements and applications of LBP are studied and summarized in this paper. Traditional LBP is reviewed first. Then several typical improvements are presented according to their different applications. The conclusion and possible future work are also suggested.