期刊名称：International Journal on Computer Science and Engineering
印刷版ISSN：2229-5631
电子版ISSN：0975-3397
出版年度：2017
卷号：9
期号：12
页码：695-700
出版社：Engg Journals Publications
摘要：This paper presents a color texture descriptor, Modified Local Binary Pattern (MLBP) based on combined intensity and color information. It establishes the existence of correlation between the intensity and color channel information along with their corresponding neighbors. Bin values of MLBP image histogram are used as color texture descriptors. The classification performance of the proposed color texture descriptor is evaluated on VisTex and Outex datasets, for different color spaces, namely RGB, HSV, YCbCr , La*b* using k-nearest neighborhood classifier. The classification results obtained by the proposed texture descriptor are compared with the results obtained by the conventional Local Binary Patterns (LBP) method. The experimental results indicate that the proposed color texture descriptors enhance the classification performance.
关键词：Color texture; Texture classification; Intensity and color channel; Histogram features
