Detection of Fabric Defects with Fuzzy Label Co-occurrence Matrix Set |
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Authors: | ZOU Chao WANG Bing-wen SUN Zhi-gang |
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Institution: | Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China |
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Abstract: | Co-occurrence matrices have been successfully applied in texture classification and segmentation.However,they have poor computation performance in real-time application.In this paper,the efficient co-occurrence matrix solution for defect detection is focused on,and a method of Fuzzy Label Co-occurrence Matrix (FLCM) set is proposed.In this method,all gray levels are supposed to subject to some fuzzy sets called fuzzy tonal sets and three defective features are defined.Features of FLCM set with various param... |
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Keywords: | fabric defect detection fuzzy label CO Occurrence matrix set fuzzy logic |
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