Improved Adaptive Weighted Mean Filter for Salt-and-Pepper Noise Removal

Basit Öğe Kaydı
dc.contributor.authorErkan, Ugur
dc.contributor.authorThanh, Dang N. H.
dc.contributor.authorEnginoglu, Serdar
dc.contributor.authorMemis, Samet
dc.date.accessioned2025-01-27T18:53:00Z
dc.date.available2025-01-27T18:53:00Z
dc.date.issued2020
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020 -- 12 June 2020 through 13 June 2020 -- Istanbul -- 162684
dc.description.abstractIn this study, we propose an improved adaptive weighted mean filter (IAWMF) to remove salt-and-pepper noise. The most prominent advantage of IAWMF is its ability to take into account the weights of noise-free pixels in the adaptive window. Hence, the new grey value occurs closer to the original grey value of the centre pixel than the grey value computed by the adaptive weighted mean filter (AWMF). Moreover, the proposed method utilises the advantage of AWMF to reduce the error of detecting noisy pixels. In the experiments, we compare the denoising results of the proposed method with other state-of-the-art image denoising methods. The results confirm that IAWMF outperforms other methods. © 2020 IEEE.
dc.identifier.doi10.1109/ICECCE49384.2020.9179351
dc.identifier.isbn978-172817116-6
dc.identifier.scopus2-s2.0-85091900048
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/ICECCE49384.2020.9179351
dc.identifier.urihttps://hdl.handle.net/20.500.12428/12528
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20250125
dc.subjectEuclidean pixel similarity; Image denoising; image processing; nonlinear function; salt-and-pepper noise
dc.titleImproved Adaptive Weighted Mean Filter for Salt-and-Pepper Noise Removal
dc.typeConference Object

Dosyalar

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu