Vortex Optimization Algorithm Based Fabric Defect Detection

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dc.authoridTalu, Muhammed Fatih/0000-0003-1166-8404;
dc.authorwosidTalu, Muhammed Fatih/W-2834-2017
dc.authorwosidYeroglu, Celaleddin/ABG-9572-2020
dc.contributor.authorYazan, Ersan
dc.contributor.authorCelik, Gaffari
dc.contributor.authorTalu, Muhammed Fatih
dc.contributor.authorYeroglu, Celaleddin
dc.date.accessioned2024-08-04T20:45:46Z
dc.date.available2024-08-04T20:45:46Z
dc.date.issued2018
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 28-30, 2018 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractIn textile industry, defects that occur in fabrics during production processes cause the producers to suffer large losses of money. Various studies have been carried out to minimize these losses. There are two types of defect detection methods, that are human-focused and machine-focused defect defect detection. In human-focused systems, defect detection is performed after the production phase. This does not provide an advantage for the manufacturer. Defect detection with machine-focused systems have better results. In this study widely used machine-oriented fabric defect detection approaches have been analyzed and a method is proposed based on using Fourier transform with bandpass filter. The Vortex Optimization Algorithm (GOA) is used to obtain the most suitable parameters of the bandpass filter better.en_US
dc.description.sponsorshipInonu Univ, Comp Sci Dept,IEEE Turkey Sect,Anatolian Scien_US
dc.identifier.isbn978-1-5386-6878-8
dc.identifier.scopus2-s2.0-85062504168en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/11616/98684
dc.identifier.wosWOS:000458717400188en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2018 International Conference on Artificial Intelligence and Data Processing (Idap)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFabric Defect Detectionen_US
dc.subjectBandpass Filteren_US
dc.subjectVortex Optimization Algorithmen_US
dc.titleVortex Optimization Algorithm Based Fabric Defect Detectionen_US
dc.typeConference Objecten_US

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