Automatic System for Sheepskin Quality Control with Convolutional Neural Network

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dc.authoridBattini Sonmez, Elena/0000-0003-0090-984X
dc.authorwosidBattini Sonmez, Elena/AAZ-6358-2021
dc.contributor.authorCelik, Agit
dc.contributor.authorUgurlu, Yagiz
dc.contributor.authorGozukucuk, Emre
dc.contributor.authorSonmez, Elena Battini
dc.date.accessioned2024-07-18T20:47:28Z
dc.date.available2024-07-18T20:47:28Z
dc.date.issued2019
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.description4th International Conference on Computer Science and Engineering (UBMK) -- SEP 11-15, 2019 -- Samsun, TURKEYen_US
dc.description.abstractThis paper tackles the non-conventional problem of industrial inspection for sheepskin quality checking, which is a sub-field of the leather garment industry. Image processing methods are used in the production lines of several industrial fields for quality checking and production. However, the number of automatic systems is still very limited due to the complexity of the problem, which requires to be addressed. This paper proposes a new neural network-based algorithm to perform the automatic detection of defective parts on sheepskins. The presented method is tested on a newly created database of sheepskins.en_US
dc.description.sponsorshipIEEE,IEEE Turkey Secten_US
dc.identifier.doi10.1109/ubmk.2019.8907191
dc.identifier.endpage402en_US
dc.identifier.isbn978-1-7281-3964-7
dc.identifier.scopus2-s2.0-85076234293en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage398en_US
dc.identifier.urihttps://doi.org/10.1109/ubmk.2019.8907191
dc.identifier.urihttps://hdl.handle.net/11411/7802
dc.identifier.wosWOS:000609879900075en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2019 4th International Conference on Computer Science and Engineering (Ubmk)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAutomatic Systemen_US
dc.subjectQuality Controlen_US
dc.subjectSheepskinen_US
dc.subjectMask K-Cnnen_US
dc.subjectİmage Segmentationen_US
dc.subjectİnstance Segmentationen_US
dc.titleAutomatic System for Sheepskin Quality Control with Convolutional Neural Network
dc.typeConference Object

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