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)
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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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Read the full article …
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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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