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It is a difficult problem to describe the feature of wire rope texture with fault. The one-class classification method is adopted to description the feature of the faultless wire rope images. A method is presented to detect the surface defect of wire rope based the support vector data description (SVDD) method. The model selection and parameter optimize methods of SVDD are discussed thoroughly. Then,...
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