A Novel One-Dimensional Projection Based Method for Fabric Texture Representation  

作　　者：周建 王静安 高卫东 汪军 

机构地区：[1]Key Laboratory of Textile Science &Technology,Ministry of Education,Donghua University [2]College of Textile and Clothing,Jiangnan University

出　　处：《Journal of Donghua University(English Edition)》2017年第2期171-173,共3页东华大学学报（英文版）

基　　金：National Natural Science Foundations of China(Nos.61501209,61379011);the Foundamental Research Funds for the Central Universities of China(Nos.JUSRP51631A,JUSRP11506)

摘　　要：Automated defect detection in woven fabrics for quality control is still a challenging novelty detection problem,while the efficient representation of fabric texture is essential for it.This paper presents a novel method for fabric texture representation.Benefiting from the characteristics of the weaving process,the major texture information of woven fabric is concentrated in the warp and weft directions.Thus,the proposed method is firstly to project the image patch along warp and weft directions to obtain projected vectors containing warp and weft informations.Secondly,the obtained vectors instead of image patch,are used to extract the features that are able to represent fabric texture.Finally,the t-test is applied to verifying the usefulness of the proposed method in discriminating defective and normal fabric textures.The experiments on various defective samples demonstrate that the method yields a robust and good performance in representing fabric texture and discriminating defects.Automated defect detection in woven fabrics for quality control is still a challenging novelty detection problem,while the efficient representation of fabric texture is essential for it.This paper presents a novel method for fabric texture representation.Benefiting from the characteristics of the weaving process,the major texture information of woven fabric is concentrated in the warp and weft directions.Thus,the proposed method is firstly to project the image patch along warp and weft directions to obtain projected vectors containing warp and weft informations.Secondly,the obtained vectors instead of image patch,are used to extract the features that are able to represent fabric texture.Finally,the t-test is applied to verifying the usefulness of the proposed method in discriminating defective and normal fabric textures.The experiments on various defective samples demonstrate that the method yields a robust and good performance in representing fabric texture and discriminating defects.

关 键 词：fabric texture representation fabric defect feature extraction T-TEST 

分 类 号：TS101.9[轻工技术与工程—纺织工程]