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Realization of Orthogonal Wavelets Adapted to Fabric Texture for Defect Detection 被引量:1

Realization of Orthogonal Wavelets Adapted to Fabric Texture for Defect Detection
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摘要 The wavelet adapted to the fabric texture can be developed from the orthogonal and normal series which are selected randomly by means of Monte Carlo method and op timized by adding certain constraint conditions.Then the fabric image can be decomposed into the subimages by the adaptive wavelet transform and the horizontal and vertical texture information will be perfectly contained in the subimages. Therefore this method can be effectively used for the automatic inspection of the fabric defects. The wavelet adapted to the fabric texture can be developed from the orthogonal and normal series which are selected randomly by means of Monte Carlo method and optimized by adding certain constraint conditions. Then the fabric image can be decomposed into the subimages by the adaptive wavelet transform and the horizontal and vertical texture information will be perfectly contained in the subimages. Therefore this method can be effectively used for the automatic inspection of the fabric defects.
机构地区 College of Textiles
出处 《Journal of Donghua University(English Edition)》 EI CAS 2002年第4期52-56,共5页 东华大学学报(英文版)
基金 the Research Fund for the Doctoral Program of Higher Education(No.99025508)
关键词 FABRIC defect DEFECT inspection adaptive WAVELET transform image DECOMPOSITION fabric defect, defect inspection, adaptive wavelet transform, image decomposition
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