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A novel thermal-based fabric defect detection technique

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dc.contributor.authorBULDU, ALİ
dc.contributor.authorsYildiz, Kazim; Buldu, Ali; Demetgul, Mustafa; Yildiz, Zehra
dc.date.accessioned2022-03-13T12:47:07Z
dc.date.available2022-03-13T12:47:07Z
dc.date.issued2015
dc.description.abstractDuring the fabric production process, many defects can be occurred stemming from the unevenness in spinning, weaving, finishing processes, or from the raw materials. The fabric quality control process for the detection of these defects is carried out by specialist operators. In this paper, a new method based on the use of thermal camera for detecting these defects from the textile fabric images is presented. For identification process of defective area, fabric images were obtained by a thermal camera during the fabric flow in quality control machine that was specially designed for this experiment. Defective and defect-free regions on fabric surface were determined by thermal camera due to the thermal differences. The mentioned thermal defect detection system will eliminate the worker usage for fabric quality control process, thus it will provide a cost-effective and competitive manufacturing.
dc.identifier.doi10.1080/00405000.2014.916063
dc.identifier.eissn1754-2340
dc.identifier.issn0040-5000
dc.identifier.urihttps://hdl.handle.net/11424/238029
dc.identifier.wosWOS:000347546300006
dc.language.isoeng
dc.publisherTAYLOR & FRANCIS LTD
dc.relation.ispartofJOURNAL OF THE TEXTILE INSTITUTE
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectimage processing
dc.subjectfabric quality control
dc.subjectthermal camera
dc.subjectdefect detection
dc.subjectfast Fourier transform
dc.subjectGABOR FILTERS
dc.subjectADAPTIVE WAVELETS
dc.subjectCLASSIFICATION
dc.subjectTRANSFORMS
dc.subjectFOURIER
dc.subjectIMAGES
dc.titleA novel thermal-based fabric defect detection technique
dc.typearticle
dspace.entity.typePublication
local.avesis.idd3a3a5f6-72ba-43ac-a4cc-2a97c477e7b0
local.import.packageSS17
local.indexed.atWOS
local.indexed.atSCOPUS
local.journal.numberofpages9
oaire.citation.endPage283
oaire.citation.issue3
oaire.citation.startPage275
oaire.citation.titleJOURNAL OF THE TEXTILE INSTITUTE
oaire.citation.volume106
relation.isAuthorOfPublicationa612edf1-56eb-4753-9c24-8b3f663749f1
relation.isAuthorOfPublication.latestForDiscoverya612edf1-56eb-4753-9c24-8b3f663749f1

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