Automatic Detection and Classification of Non Metallic Inclusions in Steel via Image Processing

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dc.contributor.authorAydilek, Huseyin
dc.contributor.authorPolat, Ediz
dc.date.accessioned2020-06-25T18:12:22Z
dc.date.available2020-06-25T18:12:22Z
dc.date.issued2014
dc.departmentKırıkkale Üniversitesi
dc.description22nd IEEE Signal Processing and Communications Applications Conference (SIU) -- APR 23-25, 2014 -- Karadeniz Teknik Univ, Trabzon, TURKEY
dc.description.abstractNon-metallic chemical components (silicate, sulfide, alumina, globular oxide) originated from production process cause inclusions in steel. These inclusions are one of the important factors that directly affect quality of steel. Before raw steel is used, the detection and classification of the inclusions according to international standards ASTM E45 will prevent faults that may occur during or after production. In this paper, an accurate, fast and reliable image processing based system that automatically detects and classifies non metallic inclusions in steel according to ASTM E45 standards is developed. The system is tested for detection and classification of Type A inclusions and successful results are obtained.en_US
dc.description.sponsorshipIEEE, Karadeniz Tech Univ, Dept Comp Engn & Elect & Elect Engnen_US
dc.identifier.citationclosedAccessen_US
dc.identifier.endpage1050en_US
dc.identifier.isbn978-1-4799-4874-1
dc.identifier.issn2165-0608
dc.identifier.scopus2-s2.0-84903762757
dc.identifier.scopusqualityN/A
dc.identifier.startpage1047en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12587/5881
dc.identifier.wosWOS:000356351400241
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherIeeeen_US
dc.relation.ispartof2014 22Nd Signal Processing And Communications Applications Conference (Siu)
dc.relation.ispartofseriesSignal Processing and Communications Applications Conference
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectImage processingen_US
dc.subjectsteel inclusion analysisen_US
dc.subjectASTM E45en_US
dc.titleAutomatic Detection and Classification of Non Metallic Inclusions in Steel via Image Processingen_US
dc.typeConference Object

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