Multiple channels local binary pattern for color texture representation and classification

作者：

Highlights：

• A multi-channels LBP encodes inner- and inter-channel features of color images.

• MCLBP extracts local features from three channels at once.

• MCLBP+M characterizes both color difference signs and color difference magnitudes.

• Comprehensive experiments are conducted on five benchmark datasets.

摘要

•A multi-channels LBP encodes inner- and inter-channel features of color images.•MCLBP extracts local features from three channels at once.•MCLBP+M characterizes both color difference signs and color difference magnitudes.•Comprehensive experiments are conducted on five benchmark datasets.

论文关键词：Texture descriptor,Texture classification,Color texture feature,Local binary pattern,Multiple channels local binary pattern

论文评审过程：Received 14 December 2020, Revised 1 July 2021, Accepted 13 July 2021, Available online 20 July 2021, Version of Record 27 July 2021.

论文官网地址：https://doi.org/10.1016/j.image.2021.116392