Fuzzy adaptive anisotropic filter for medical images

dc.contributor.authorDemirci, Recep
dc.date.accessioned2020-05-01T12:10:08Z
dc.date.available2020-05-01T12:10:08Z
dc.date.issued2010
dc.departmentDÜ, Teknik Eğitim Fakültesi, Elektrik Eğitimi Bölümüen_US
dc.descriptionDemirci, Recep/0000-0002-3278-0078en_US
dc.descriptionWOS: 000279613000007en_US
dc.description.abstractAn adaptive anisotropic diffusion filter for images is proposed in this paper. First, the gradient of an image was calculated by a novel fuzzy-rule-based gradient operator. Accordingly, the centre of gravity of a histogram of the gradient image was estimated and it was assigned as an edge threshold. In conventional anisotropic filters, the conduction coefficients have to be selected by an operator. However, in this study, the centre of gravity of the histogram was assigned as the conduction coefficient of the anisotropic filter. Consequently, an adaptive anisotropic image filter which automatically sets its conduction coefficient without user intervention was developed. The image filter achieved was tested with various medical images.en_US
dc.identifier.doi10.1111/j.1468-0394.2010.00525.xen_US
dc.identifier.endpage229en_US
dc.identifier.issn0266-4720
dc.identifier.issn1468-0394
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage219en_US
dc.identifier.urihttps://doi.org/10.1111/j.1468-0394.2010.00525.x
dc.identifier.urihttps://hdl.handle.net/20.500.12684/6027
dc.identifier.volume27en_US
dc.identifier.wosWOS:000279613000007en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofExpert Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectedge detectionen_US
dc.subjectadaptive anisotropic filteren_US
dc.subjectconduction coefficienten_US
dc.subjectmedical imageen_US
dc.titleFuzzy adaptive anisotropic filter for medical imagesen_US
dc.typeArticleen_US

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