A generalized local binary pattern descriptor and its applications to texture retrieval

Abstract

In this paper, we develop a rotation-invariant (RI) texture descriptor, termed generalized local binary pattern (GLBP). The proposed GLBP captures more detailed information by integrating local features in inter-directions and relative distribution among intra-directions. GLBP is characterized by extracting LBP-sign and LBP-magnitude to describe local… (More)

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