A new effective denoising filter for high density impulse noise reduction

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dc.authoridOzcan, Caner/0000-0002-2854-4005
dc.contributor.authorElawady, Iman
dc.contributor.authorOzcan, Caner
dc.date.accessioned2024-09-29T16:09:55Z
dc.date.available2024-09-29T16:09:55Z
dc.date.issued2022
dc.departmentKarabük Üniversitesien_US
dc.description.abstractToday, thanks to the rapid development of technology, the importance of digital images is increasing. However, sensor errors that may occur during the acquisition, interruptions in the transmission of images and errors in storage cause noise that degrades data quality. Salt and pepper noise, a common impulse noise, is one of the most well-known types of noise in digital images. This noise negatively affects the detailed analysis of the image. It is very important that pixels affected by noise are restored without loss of image fine details, especially at high level of noise density. Although many filtering algorithms have been proposed to remove noise, the enhancement of images with high noise levels is still complex, not efficient or requires very long runtime. In this paper, we propose an effective denoising filter that can restore the image effectively in terms of quality and speed with less complexity for high density noise level. In the experimental studies, we compare the denoising results of the proposed method with other state-of-the-art methods and the proposed algorithm is quantitatively and visually comparable to these algorithms when the noise intensity is up to 90%.en_US
dc.identifier.doi10.55730/1300-0632.3855
dc.identifier.endpage1403en_US
dc.identifier.issn1300-0632
dc.identifier.issn1303-6203
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85132220686en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage1388en_US
dc.identifier.trdizinid534005en_US
dc.identifier.urihttps://doi.org/10.55730/1300-0632.3855
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/534005
dc.identifier.urihttps://hdl.handle.net/20.500.14619/7842
dc.identifier.volume30en_US
dc.identifier.wosWOS:000806802400009en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherTubitak Scientific & Technological Research Council Turkeyen_US
dc.relation.ispartofTurkish Journal of Electrical Engineering and Computer Sciencesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectNoise reductionen_US
dc.subjectimage filteringen_US
dc.subjectsalt and pepper noiseen_US
dc.subjectmedian filteren_US
dc.subjectimpulse noiseen_US
dc.titleA new effective denoising filter for high density impulse noise reductionen_US
dc.typeArticleen_US

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