Suppression of impulse noise in medical images with the use of fuzzy adaptive median filter

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dc.contributor.authorToprak, Abdullah
dc.contributor.authorGüler, İnan
dc.contributor.orcid0000-0002-5058-0846
dc.date.accessioned2024-04-24T17:56:05Z
dc.date.available2024-04-24T17:56:05Z
dc.date.issued2006
dc.departmentDicle Üniversitesi, Diyarbakır Teknik Bilimler Meslek YüksekOkulu, Elektrik-Elektronik Bölümüen_US
dc.description.abstractA new rule based fuzzy filter for removal of highly impulse noise, called Rule Based Fuzzy Adaptive Median (RBFAM) Filter, is aimed to be discussed in this paper. The RBFAM 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 filter has three stages. Two of those stages are fuzzy rule based and last stage is based on standard median and adaptive median filter. The proposed filter can preserve image details better then AMF while suppressing additive salt&pepper or impulse type noise. In this paper, we placed our preference on bell-shaped membership function instead of triangular membership function in order to observe better results. Experimental results indicates that the proposed filter is improvable with increased fuzzy rules to reduce more noise corrupted images and to remove salt and pepper noise in a more effective way than what AMF filter does.en_US
dc.identifier.citationToprak, A. ve Güler, İ. (2006). Suppression of impulse noise in medical images with the use of fuzzy adaptive median filter. Journal of Medical Systems, 30(6), 465-471.
dc.identifier.doi10.1007/s10916-006-9031-2
dc.identifier.endpage471en_US
dc.identifier.issn0148-5598
dc.identifier.issue6en_US
dc.identifier.pmid17233159
dc.identifier.scopus2-s2.0-33845464653
dc.identifier.scopusqualityQ1
dc.identifier.startpage465en_US
dc.identifier.urihttps://doi.org/10.1007/s10916-006-9031-2
dc.identifier.urihttps://hdl.handle.net/11468/23265
dc.identifier.urihttps://link.springer.com/article/10.1007/s10916-006-9031-2
dc.identifier.volume30en_US
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoenen_US
dc.relation.ispartofJournal of Medical Systems
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAdaptive median filteren_US
dc.subjectFuzzy adaptive median filteren_US
dc.subjectImpulse responseen_US
dc.titleSuppression of impulse noise in medical images with the use of fuzzy adaptive median filteren_US
dc.titleSuppression of impulse noise in medical images with the use of fuzzy adaptive median filter
dc.typeArticleen_US

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