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Classification system of textured images based on fuzy logic

Tutygin Vladimir Semenovich  (candidate of technical sciences, associate professor, St. Petersburg Polytechnic University, St. Petersburg)

Al Windi Basim KhalidMohammedAli  (Postgraduate, St. Petersburg Polytechnic University, St. Petersburg)

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
 

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Citation link:
Tutygin V. S., Al Windi B. K. Classification system of textured images based on fuzy logic // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2019. -№3. -С. 99-106
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