Classification system of textured images based on fuzy logic

Tutygin Vladimir Semenovich, Al Windi Basim KhalidMohammedAli

New method, including the calculation of the adjacency matrix (GLCM) and reference descriptions of classes in the form of boundaries of confidence intervals of texture distribution parameters: Contrast, Correlation, Energy, Homogenity, for R, G, B, RG, RB, GB image components, performing fuzzification operation with the formation of fuzzy conclusions about belonging to a particular class, performing defuzzification using the binarization of features and majority voting.

Keywords:GLCM-matrix, fazzy set of pictures, fazzy logic, binarization of key features, majority voting