Color to Grayscale Image Conversion Using High Dimensional Model Representation

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dc.contributor.authorCeylan, Ayca
dc.contributor.authorTunga, Ve Burcu
dc.contributor.authorOzay, Evrim Korkmaz
dc.date.accessioned2024-03-13T10:30:20Z
dc.date.available2024-03-13T10:30:20Z
dc.date.issued2021
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description29th IEEE Conference on Signal Processing and Communications Applications (SIU) -- JUN 09-11, 2021 -- ELECTR NETWORKen_US
dc.description.abstractColor images are converted to grayscale when texture information is needed more than color information when it is desired to reproduce or when it is used for artistic purposes.The methods used to convert color images to grayscale should both produce perceptually acceptable grayscale results and retain as much information as possible about the original color image. In this study, an alternative color-to-grayscale image conversion algorithm has been developed for decolarization using the High Dimensional Model Representation (HDMR) method. In order to evaluate the efficiency of the proposed algorithm, normalized cross correlation, color contrast preservation ratio, E-score and color content fidelity ratio have been used within the scope of standard objective measures.en_US
dc.description.sponsorshipIEEE,IEEE Turkey Secten_US
dc.identifier.doi10.1109/SIU53274.2021.9477920
dc.identifier.isbn978-1-6654-3649-6
dc.identifier.scopus2-s2.0-85111440458en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/SIU53274.2021.9477920
dc.identifier.urihttps://hdl.handle.net/20.500.12662/3281
dc.identifier.wosWOS:000808100700162en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIEEEen_US
dc.relation.ispartof29th Ieee Conference On Signal Processing And Communications Applications (Siu 2021)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDecolorizationen_US
dc.subjectColor-to-gray conversionen_US
dc.subjectHigh Dimensional Model Representationen_US
dc.titleColor to Grayscale Image Conversion Using High Dimensional Model Representationen_US
dc.typeConference Objecten_US

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