AUTOMATIC MEASUREMENT OF SHRINKAGE RATE IN DENIM FABRICS AFTER WASHING

dc.authorscopusid35732416100
dc.contributor.authorTalu M.F.
dc.date.accessioned2024-08-04T20:01:09Z
dc.date.available2024-08-04T20:01:09Z
dc.date.issued2021
dc.departmentİnönü Üniversitesien_US
dc.description.abstractIn a large-scale garment facility, an average of 300–350 fabric rolls (150 meters each) is washed daily. Measuring the changes in fabric sizes with the washing process, transferring them to the fabric follow-up form, and saving the follow-up forms to the system at the end of the day are performed manually. In these processes where 6–7 personnel are involved, different quality control errors occur due to incorrect measurement or writing. In this study, a new system based on a computer vision system that can automatically calculate the shrinkage occurring in the fabric during the washing process and transfer it to the system is proposed. The proposed system consists of data collection and processing stages. In data collection, colored fabric images obtained with a CCD camera before and after washing are recorded with the help of a prepared cabinet. The processing phase includes the steps of removing the lens effect from the images, filtering, line detection by Hough transform, and computing the draw. As a result of experiments on six different fabric types, it has been observed that there is a %0.5–0.33 difference (within tolerance) between manual measurement of the shrinkage value and measured using the proposed system. © 2021. All Rights Reserved.en_US
dc.description.sponsorshipTürkiye Bilimsel ve Teknolojik Araştirma Kurumu, TÜBITAKen_US
dc.description.sponsorshipThe implementation activities of this research study were carried out in the fabric production section of the BAYKAN DENIM [11] factory. The authors would like to thank BAYKAN DENIM employees. Funding was also provided by the Scientific and Technological Research Council of Turkey (TÜBİTAK, Teydep-5180054).en_US
dc.identifier.doi10.7216/1300759920212812304
dc.identifier.endpage9en_US
dc.identifier.issn1300-7599
dc.identifier.issue123en_US
dc.identifier.scopus2-s2.0-85117947839en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage1en_US
dc.identifier.trdizinid491113en_US
dc.identifier.urihttps://doi.org/10.7216/1300759920212812304
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/491113
dc.identifier.urihttps://hdl.handle.net/11616/91293
dc.identifier.volume28en_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherChamber of Textile Engineersen_US
dc.relation.ispartofTekstil ve Muhendisen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectcomputer visionen_US
dc.subjectDenim fabricen_US
dc.subjectimage processingen_US
dc.subjectshrinkageen_US
dc.subjectwashingen_US
dc.titleAUTOMATIC MEASUREMENT OF SHRINKAGE RATE IN DENIM FABRICS AFTER WASHINGen_US
dc.title.alternativeYIKAMA SONRASI DENİM KUMAŞLARINDAKİ ÇEKME ORANININ OTOMATİK ÖLÇÜMÜen_US
dc.typeArticleen_US

Dosyalar