Edge detection method based on heat conduction matrix for infrared images

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dc.contributor.authorKatircioglu, Ferzan
dc.date.accessioned2021-12-01T18:47:10Z
dc.date.available2021-12-01T18:47:10Z
dc.date.issued2020
dc.departmentDÜ, Düzce Meslek Yüksekokulu, Elektronik ve Otomasyon Bölümüen_US
dc.description.abstractThe problems of low-contrast, blurred images, and low-edge details are encountered in infrared images. These undesirable features affect infrared imaging applications in military, science, medicine, and other fields. Therefore, a method of edge detection based on heat conduction matrix (HCM) has been proposed to show or sharpen the edges of objects in infrared images. First, the heat conduction formula of solid and still fluids was applied on the infrared image, and a feature matrix called HCM was obtained. Second, the HCM feature matrix was passed through a threshold to obtain distinct and noise-free edge images. The results of the numerical and visual applications were compared with the Sobel, Canny, and Laplacian of Gaussian methods. The results of our study showed that the proposed method is powerful in detecting edges in infrared images. The most important feature of the method is its high emphasis on important edges as well as thin and distinct edges. (C) 2020 Society of Photo-Optical Instrumentation Engineers (SPIE)en_US
dc.identifier.doi10.1117/1.OE.59.9.093103
dc.identifier.issn0091-3286
dc.identifier.issn1560-2303
dc.identifier.issue9en_US
dc.identifier.scopus2-s2.0-85092368261en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1117/1.OE.59.9.093103
dc.identifier.urihttps://hdl.handle.net/20.500.12684/10174
dc.identifier.volume59en_US
dc.identifier.wosWOS:000590243700018en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorKatircioglu, Ferzan
dc.language.isoenen_US
dc.publisherSpie-Soc Photo-Optical Instrumentation Engineersen_US
dc.relation.ispartofOptical Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectimage processingen_US
dc.subjectedge detectionen_US
dc.subjectheat conductionen_US
dc.titleEdge detection method based on heat conduction matrix for infrared imagesen_US
dc.typeArticleen_US

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