Automatic Thresholding Method Developed With Entropy For Fabric Defect Detection

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dc.authoridHanbay, Davut/0000-0003-2271-7865
dc.authoridKarci, Ali/0000-0002-8489-8617
dc.authoridFIRAT, Huseyin/0000-0002-1257-8518
dc.authoridUZEN, Huseyin/0000-0002-0998-2130
dc.authoridYeroglu, Celaleddin/0000-0002-6106-2374
dc.authorwosidHanbay, Davut/AAG-8511-2019
dc.authorwosidKarci, Ali/AAG-5337-2019
dc.authorwosidFIRAT, Huseyin/ABB-7417-2021
dc.authorwosidUZEN, Huseyin/CZK-0841-2022
dc.contributor.authorUzen, Huseyin
dc.contributor.authorFirat, Huseyin
dc.contributor.authorKarci, Ali
dc.contributor.authorHanbay, Davut
dc.date.accessioned2024-08-04T20:46:55Z
dc.date.available2024-08-04T20:46:55Z
dc.date.issued2019
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 21-22, 2019 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractFabric defect detection is one of the most important areas for quality control of products in the textile industry. Many different studies have developed methods for this problem. In this study, an automatic thresholding method developed with entropy has been proposed. Due to the low cost of calculation, the proposed automatic thresholding method will be very suitable for real-time applications. In this study, automatic thresholding method which is supported by 4 different entropy method was compared with otsu method which is one of automatic thresholding methods. Various tests have been made on different fabric types for comparisons. As a result of experimental studies, successful results of automatic thresholding methods supported with entropy were obtained for fabric defect detection. Renyi entropy method was the most successful result among the proposed methods.en_US
dc.description.sponsorshipIEEE Turkey Sect,Anatolian Sci,Inonu Univ, Comp Sci Dept,Inonu Univ, Muhendisli Fakultesien_US
dc.identifier.doi10.1109/idap.2019.8875890
dc.identifier.scopus2-s2.0-85074891061en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/idap.2019.8875890
dc.identifier.urihttps://hdl.handle.net/11616/99041
dc.identifier.wosWOS:000591781100022en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2019 International Conference on Artificial Intelligence and Data Processing (Idap 2019)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFabric defect Detectionen_US
dc.subjectEntropyen_US
dc.subjectAutomatic Thresholden_US
dc.titleAutomatic Thresholding Method Developed With Entropy For Fabric Defect Detectionen_US
dc.typeConference Objecten_US

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