High dimensional model representation median filter for removing salt and pepper noise

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dc.authorscopusidSena Kaçar / 59150194400
dc.authorwosidSena Kaçar / KQG-7617-2024
dc.contributor.authorKaçar, Sena
dc.contributor.authorTunga, Burcu
dc.date.accessioned2025-04-18T06:58:49Z
dc.date.available2025-04-18T06:58:49Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Meslek Yüksekokulu, Bilgisayar Programcılığı Programı
dc.description.abstractIn this paper, we introduce a novel method for noise reduction called the High-Dimensional Model Representation (HDMR) Median Filter. HDMR, functioning as a divide and conquer algorithm, dynamically adapts its filtering parameters based on local image characteristics. This adaptation aims to preserve image quality while efficiently eliminating noise. The HDMR Median Filter excels in retaining fine details, preserving edges, and safeguarding essential image features. To assess the performance of the proposed algorithm, we conducted comparisons with results from recent studies. These comparisons were based on two commonly used metrics: Structural Similarity (SSIM) and Peak Signal-to-Noise Ratio (PSNR) The obtained results demonstrate that the noise reduction algorithm obtained with HDMR performs better than the most recent studies in the literature.
dc.identifier.citationKacar, S., & Tunga, B. (2024). High dimensional model representation median filter for removing salt and pepper noise. Signal, Image and Video Processing, 1-9.
dc.identifier.doi10.1007/s11760-024-03271-5
dc.identifier.endpage5795
dc.identifier.issn1863-1703
dc.identifier.issn1863-1711
dc.identifier.issue8-9
dc.identifier.scopus2-s2.0-85194726963
dc.identifier.scopusqualityQ2
dc.identifier.startpage5787
dc.identifier.urihttp://dx.doi.org/10.1007/s11760-024-03271-5
dc.identifier.urihttps://hdl.handle.net/20.500.12713/6399
dc.identifier.volume18
dc.identifier.wosWOS:001236137900006
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKaçar, Sena
dc.language.isoen
dc.publisherSpringer science and business media deutschland GmbH
dc.relation.ispartofSignal, image and video processing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectImage Denoising
dc.subjectSalt and Pepper Noise
dc.subjectMedian Filter
dc.subjectHDMR
dc.titleHigh dimensional model representation median filter for removing salt and pepper noise
dc.typeArticle

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