{"title":"Detection of defects in fabrics using information set features in comparison with deep learning approaches","authors":"Parul Arora, M. Hanmandlu","doi":"10.1080/00405000.2020.1870326","DOIUrl":null,"url":null,"abstract":"In this paper, a novel method based on information set theory is proposed to detect defects in fabric texture. Information set extends the fuzzy set by finding the uncertainty associated with the a...","PeriodicalId":49978,"journal":{"name":"Journal of the Textile Institute","volume":"1 1","pages":"1-7"},"PeriodicalIF":1.5000,"publicationDate":"2021-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/00405000.2020.1870326","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the Textile Institute","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1080/00405000.2020.1870326","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, TEXTILES","Score":null,"Total":0}
引用次数: 8
Abstract
In this paper, a novel method based on information set theory is proposed to detect defects in fabric texture. Information set extends the fuzzy set by finding the uncertainty associated with the a...
期刊介绍：
The Journal of The Textile Institute welcomes papers concerning research and innovation, reflecting the professional interests of the Textile Institute in science, engineering, economics, management and design related to the textile industry and the use of fibres in consumer and engineering applications. Papers may encompass anything in the range of textile activities, from fibre production through textile processes and machines, to the design, marketing and use of products. Papers may also report fundamental theoretical or experimental investigations, including materials science topics in nanotechnology and smart materials, practical or commercial industrial studies and may relate to technical, economic, aesthetic, social or historical aspects of textiles and the textile industry.
All published research articles in The Journal of The Textile Institute have undergone rigorous peer review, based on initial editor screening and anonymized refereeing by two expert referees.
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