A Real-Time Apple Grading System Using Multicolor Space

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dc.authoridKuscu, Hilmi/0000-0003-3134-9769
dc.authorwosidKuscu, Hilmi/S-4903-2017
dc.contributor.authorToylan, Hayrettin
dc.contributor.authorKuscu, Hilmi
dc.date.accessioned2024-06-12T11:17:50Z
dc.date.available2024-06-12T11:17:50Z
dc.date.issued2014
dc.departmentTrakya Üniversitesien_US
dc.description.abstractThis study was focused on the multicolor space which provides a better specification of the color and size of the apple in an image. In the study, a real-time machine vision system classifying apples into four categories with respect to color and size was designed. In the analysis, different color spaces were used. As a result, 97% identification success for the red fields of the apple was obtained depending on the values of the parameter a of CIE L* a* b* color space. Similarly, 94% identification success for the yellow fields was obtained depending on the values of the parameter y of CIE XYZ color space. With the designed system, three kinds of apples (Golden, Starking, and Jonagold) were investigated by classifying them into four groups with respect to two parameters, color and size. Finally, 99% success rate was achieved in the analyses conducted for 595 apples.en_US
dc.description.sponsorshipTrakya University Scientific Research Projects [2010/140]en_US
dc.description.sponsorshipThis work was supported in the framework of Trakya University Scientific Research Projects under Project no. 2010/140.en_US
dc.identifier.doi10.1155/2014/292681
dc.identifier.issn1537-744X
dc.identifier.pmid24574880en_US
dc.identifier.scopus2-s2.0-84893852723en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1155/2014/292681
dc.identifier.urihttps://hdl.handle.net/20.500.14551/24865
dc.identifier.wosWOS:000330695300001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherHindawi Ltden_US
dc.relation.ispartofScientific World Journalen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectClassificationen_US
dc.subjectVisionen_US
dc.subjectInspectionen_US
dc.titleA Real-Time Apple Grading System Using Multicolor Spaceen_US
dc.typeArticleen_US

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