An image processing application to detect faulty bottle packaging

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dc.contributor.authorŞanver, Ufuk
dc.contributor.authorYavuz, Erdem
dc.contributor.authorEyüpoğlu, Can
dc.date.accessioned2020-11-21T15:56:13Z
dc.date.available2020-11-21T15:56:13Z
dc.date.issued2017en_US
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.description2017 IEEE Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRus 2017 -- 1 February 2017 through 3 February 2017 -- -- 127473en_US
dc.description.abstractUse of automation technologies has received significant attention in recent years and has become one of the crucial parts of industry. The inspection of outputs in a production process is of great importance for companies to produce faultless products. This is vital for companies to sustain credibility and reliability as well. In this study, it is aimed to detect faulty packaging of bottles. Mineral water is bottled in factories and packaged to produce six-bottle and twenty-bottle packs transported on a conveyor belt. Faulty packaged products are rarely observed in this production process. However, it is not acceptable for these faulty products to leave the production line. In this work, an image processing application is implemented to detect and label faulty bottle packages for impeccable production. Sobel filter is utilized for edge detection and Hough transform is used for calculation of number of bottles in packages. The ones labelled as faulty packages are eliminated from conveyor belt by means of a boxer motor. © 2017 IEEE.en_US
dc.identifier.doi10.1109/EIConRus.2017.7910722en_US
dc.identifier.endpage989en_US
dc.identifier.isbn9781510000000
dc.identifier.scopus2-s2.0-85019468235en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage986en_US
dc.identifier.urihttps://doi.org/10.1109/EIConRus.2017.7910722
dc.identifier.urihttps://hdl.handle.net/11467/4107
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofProceedings of the 2017 IEEE Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRus 2017en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAutomationen_US
dc.subjectFaulty bottle packagesen_US
dc.subjectHough transformen_US
dc.subjectImage processingen_US
dc.subjectSobel filteren_US
dc.titleAn image processing application to detect faulty bottle packagingen_US
dc.typeConference Objecten_US

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