Recent developments in the use of the co-occurrence matrix for texture recognition
Ross F. Walker, Paul Jackway, I.D. Longstaff · 2002
We present an overview of several developments in the use of the gray level co-occurrence matrix method for image texture analysis and classification. We first introduce the theory and notation of gray level co-occurrence matrices (GLCM), then we outline several developments including the use of a multi-scale GLCM matrix, the use of an associated discrimination matrix, and finally several adaptive methods for the creation of highly discriminatory features for classification problems.