MR images restoration with the use of fuzzy filter having adaptive membership parameters

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dc.contributor.authorGuler, I.
dc.contributor.authorToprak, A.
dc.contributor.authorDemirhan, A.
dc.contributor.authorKarakis, R.
dc.date.accessioned2024-04-24T16:02:15Z
dc.date.available2024-04-24T16:02:15Z
dc.date.issued2008
dc.departmentDicle Üniversitesien_US
dc.description.abstractA new fuzzy adaptive median filter is presented for the noise reduction of magnetic resonance images corrupted with heavy impulse (salt and pepper) noise. In this paper, we have proposed a Fuzzy Adaptive Median Filter with Adaptive Membership Parameters (FAMFAMP) for removing highly corrupted salt and pepper noise, with preserving image edges and details. The FAMFAMP filter is an improved version of Adaptive Median Filter (AMF) and is presented in the aim of noise reduction of images corrupted with additive impulse noise. The proposed filter can preserve image details better than AMF while suppressing additive salt and pepper or impulse type noise. In this paper, we placed our preference on bell-shaped membership function with adaptive parameters instead of triangular membership function without variable coefficients in order to observe better results.en_US
dc.identifier.doi10.1007/s10916-008-9127-y
dc.identifier.endpage234en_US
dc.identifier.issn0148-5598
dc.identifier.issn1573-689X
dc.identifier.issue3en_US
dc.identifier.pmid18444360en_US
dc.identifier.scopus2-s2.0-41849110256en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage229en_US
dc.identifier.urihttps://doi.org/10.1007/s10916-008-9127-y
dc.identifier.urihttps://hdl.handle.net/11468/14711
dc.identifier.volume32en_US
dc.identifier.wosWOS:000254775900006
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofJournal of Medical Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMr Imagesen_US
dc.subjectImage Restorationen_US
dc.subjectFuzzy Filteren_US
dc.subjectAdaptive Membership Parameteren_US
dc.titleMR images restoration with the use of fuzzy filter having adaptive membership parametersen_US
dc.typeArticleen_US

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