A real time quality control application for animal production by image processing

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dc.contributor.authorSungur, Cemil
dc.contributor.authorOzkan, Halil
dc.date.accessioned2020-03-26T19:00:33Z
dc.date.available2020-03-26T19:00:33Z
dc.date.issued2015
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractBACKGROUNDStandards of hygiene and health are of major importance in food production, and quality control has become obligatory in this field. Thanks to rapidly developing technologies, it is now possible for automatic and safe quality control of food production. For this purpose, image-processing-based quality control systems used in industrial applications are being employed to analyze the quality of food products. In this study, quality control of chicken (Gallus domesticus) eggs was achieved using a real time image-processing technique. RESULTSIn order to execute the quality control processes, a conveying mechanism was used. Eggs passing on a conveyor belt were continuously photographed in real time by cameras located above the belt. The images obtained were processed by various methods and techniques. Using digital instrumentation, the volume of the eggs was measured, broken/cracked eggs were separated and dirty eggs were determined. In accordance with international standards for classifying the quality of eggs, the class of separated eggs was determined through a fuzzy implication model. CONCLUSIONAccording to tests carried out on thousands of eggs, a quality control process with an accuracy of 98% was possible. (c) 2014 Society of Chemical Industryen_US
dc.description.sponsorshipSelcuk University Scientific Search OfficeSelcuk Universityen_US
dc.description.sponsorshipThis study was carried out at Selcuk University, Institute of Science and is a summary of a postgraduate thesis entitled 'A real time quality control application for animal production by image processing'. The thesis study was supported by Selcuk University Scientific Search Office.en_US
dc.identifier.doi10.1002/jsfa.7025en_US
dc.identifier.endpage2857en_US
dc.identifier.issn0022-5142en_US
dc.identifier.issn1097-0010en_US
dc.identifier.issue14en_US
dc.identifier.pmid25428617en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage2850en_US
dc.identifier.urihttps://dx.doi.org/10.1002/jsfa.7025
dc.identifier.urihttps://hdl.handle.net/20.500.12395/31792
dc.identifier.volume95en_US
dc.identifier.wosWOS:000362367400009en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherWILEY-BLACKWELLen_US
dc.relation.ispartofJOURNAL OF THE SCIENCE OF FOOD AND AGRICULTUREen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectfuzzy logicen_US
dc.subjectimage processingen_US
dc.subjectquality controlen_US
dc.subjectdetermination of dirten_US
dc.subjectclassification of eggsen_US
dc.titleA real time quality control application for animal production by image processingen_US
dc.typeArticleen_US

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