An Image Processing Application to Detect Faulty Bottle Packaging

Basit Öğe Kaydı
dc.authoridEyupoglu, Can/0000-0002-6133-8617|Sanver, Ufuk/0000-0002-0774-215X|Yavuz, Erdem/0000-0002-3159-2497
dc.contributor.authorSanver, Ufuk
dc.contributor.authorYavuz, Erdem
dc.contributor.authorEyupoglu, Can
dc.date.accessioned2024-10-12T19:42:53Z
dc.date.available2024-10-12T19:42:53Z
dc.date.issued2017
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.descriptionIEEE Russia Section Young Researchers in Electrical and Electronic Engineering Conference (EIConRus) -- FEB 01-03, 2017 -- St Petersburg Electrotechn Univ LETI, St Petersburg, RUSSIAen_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.en_US
dc.description.sponsorshipIEEE Russia Sect,Natl Res Univ Elect Technol MIETen_US
dc.identifier.endpage989en_US
dc.identifier.isbn978-1-5090-4865-6
dc.identifier.issn2376-6557
dc.identifier.startpage986en_US
dc.identifier.urihttps://hdl.handle.net/11467/8642
dc.identifier.wosWOS:000403395600242en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartofProceedings Of The 2017 Ieee Russia Section Young Researchers In Electrical And Electronic Engineering Conference (2017 Elconrus)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzWoS_2024en_US
dc.subjectautomationen_US
dc.subjectimage processingen_US
dc.subjectSobel filteren_US
dc.subjectHough transformen_US
dc.subjectfaulty bottle packagesen_US
dc.titleAn Image Processing Application to Detect Faulty Bottle Packagingen_US
dc.typeConference Objecten_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu