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• W2160890761 abstract "A new objective fabric pilling grading method based on wavelet texture analysis was developed. The new method created a complex texture feature vector based on the wavelet detail coefficients from all decomposition levels and horizontal, vertical and diagonal orientations, permitting a much richer and more complete representation of pilling texture in the image to be used as a basis for classification. Standard multi-factor classification techniques of principal components analysis and discriminant analysis were then used to classify the pilling samples into five pilling degrees. The preliminary investigation of the method was performed using standard pilling image sets of knitted, woven and non-woven fabrics. The results showed that this method could successfully evaluate the pilling intensity of knitted, woven and non-woven fabrics by selecting the suitable wavelet and associated analysis scale." @default.
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• W2160890761 date "2007-11-01" @default.
• W2160890761 modified "2023-09-25" @default.
• W2160890761 title "Objective Grading of Fabric Pilling with Wavelet Texture Analysis" @default.
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• W2160890761 doi "https://doi.org/10.1177/0040517507081312" @default.
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