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Application of image processing for quantization and characterization of fabrics with polymeric coatings

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dc.contributor.authorYILDIZ, KAZIM
dc.contributor.authorsYildiz, Kazim; Yildiz, Zehra
dc.date.accessioned2022-03-14T09:03:13Z
dc.date.available2022-03-14T09:03:13Z
dc.date.issued2018
dc.description.abstractIn this study, the dispersion quality of particles on polymeric coating formulations from cotton fabric surfaces was investigated by using gray level co-occurrence matrix and fractal dimension. Coating formulations with various nano particle inclusions were applied on cotton fabrics. The flame retardant property of coated fabrics were examined by thermal gravimetric analysis (TGA). Images from the coated fabric surfaces were obtained by using optical microscopy and then these images were used in gray level and fractal dimension feature extraction processes. The microscopic images of the coated fabrics in various particle amounts were analyzed by using the image processing technique, and then classification and quantization processes were performed. The results of the image processing were compared to the results of TGA. The sample containing 5% montmorillonite (MMT) was found as having the best coating quality level by using feature extraction method in image processing. The average classification performance among all the samples was found as 92.5%.
dc.identifier.doi10.5505/pajes.2017.90767
dc.identifier.eissn2147-5881
dc.identifier.issn1300-7009
dc.identifier.urihttps://hdl.handle.net/11424/242236
dc.identifier.wosWOS:000433454500013
dc.language.isotur
dc.publisherPAMUKKALE UNIV
dc.relation.ispartofPAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectImage processing
dc.subjectFractal analysis
dc.subjectCotton fabric
dc.subjectPolimeric cover
dc.subjectNano particle
dc.subjectCOTTON
dc.subjectASSEMBLIES
dc.subjectLAYER
dc.titleApplication of image processing for quantization and characterization of fabrics with polymeric coatings
dc.typearticle
dspace.entity.typePublication
local.avesis.id94821681-cfdf-400f-94e8-f4997c037681
local.import.packageSS16
local.indexed.atWOS
local.indexed.atTRDIZIN
local.journal.numberofpages5
oaire.citation.endPage259
oaire.citation.issue2
oaire.citation.startPage255
oaire.citation.titlePAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI
oaire.citation.volume24
relation.isAuthorOfPublication5f9350a3-17ea-4eb8-a7ab-8fe4644d3a2c
relation.isAuthorOfPublication.latestForDiscovery5f9350a3-17ea-4eb8-a7ab-8fe4644d3a2c

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