Real-time Error Detection on Jeans Fabrics Using Shearlet Transform and Image Processing Techniques

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dc.contributor.authorGüvenoğlu, E.
dc.contributor.authorBağirgan, M.
dc.date.accessioned2024-07-12T21:40:02Z
dc.date.available2024-07-12T21:40:02Z
dc.date.issued2019en_US
dc.department[Belirlenecek]en_US
dc.description.abstractFabrics, which are intermediate products of the textile industry, are products that are obtained by different production techniques and are basic fibers. Considering the share of fabric production in the textile sector, production diversity and usage area, the woven fabrics, which constitute the largest fabric class, are the knits formed by the connections formed by the intersection of two parallel thread series called weft and warp yarn. Although it is possible to remove or prevent certain fabric faults that may occur due to developments in weaving technology, there are still faults during fabric production today. In this study, a system has been developed which can make real time error detection on weaving fabric by using image processing techniques. This system consists of a mechanism that enables real time woven fabric error control using the shearlet conversion feature extraction method from image processing techniques on instantly recorded woven fabric images with a Full HD camera. In the real time error detection studies made with this apparatus, the defects of warp breakage, weft breakage, hole, tear and stain have been successfully detected. © 2019, TUBITAK. All rights reserved.en_US
dc.identifier.doi10.31202/ecjse.553849
dc.identifier.endpage502en_US
dc.identifier.issn2148-3736
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85095953627en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage491en_US
dc.identifier.trdizinid386588en_US
dc.identifier.urihttps://doi.org/10.31202/ecjse.553849
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/386588
dc.identifier.urihttps://hdl.handle.net/20.500.12415/7105
dc.identifier.volume6en_US
dc.indekslendigikaynakScopus
dc.indekslendigikaynakTR-Dizin
dc.language.isotren_US
dc.publisherTUBITAKen_US
dc.relation.ispartofEl-Cezeri Journal of Science and Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmzKY04778
dc.subjectFabric Defect Detectionen_US
dc.subjectFabric Weaving Machineen_US
dc.subjectFeature Extractionen_US
dc.subjectReal Time Controlen_US
dc.subjectShearlet Transformen_US
dc.titleReal-time Error Detection on Jeans Fabrics Using Shearlet Transform and Image Processing Techniquesen_US
dc.typeArticle
dspace.entity.typePublication

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