THE EFFECTS OF NOISE FILTERS ON SEGMENTATION BASED SEEDED REGION GROWING

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dc.contributor.authorIncetas, Mürsel Ozan
dc.contributor.authorTanyeri, Ufuk
dc.date.accessioned2026-01-24T12:01:22Z
dc.date.available2026-01-24T12:01:22Z
dc.date.issued2019
dc.departmentAlanya Alaaddin Keykubat Üniversitesi
dc.description.abstractImage segmentation is a process of grouping pixels to make parts of objects intodistinct image areas using their texture, edge, color properties. The segmentationprocess plays an important role in the analysis of images and in image processing.One of the techniques developed for segmentation is SRG (Seeded Region Growing).The noise generated during the acquisition of images affects the segmentationsuccess negatively. Filters used to eliminate noise reduce it, but the effect of filteringon the segmentation success is not fully known. In this study, the effects of noise andfilters on the SRG algorithm are investigated. For this purpose, various noises wereadded to Weizmann database images at different levels. Later, filters were appliedto noisy images. Finally, F-Score values were obtained from the images segmentedby the SRG algorithm and compared with the values of the original images.
dc.identifier.doi10.21923/jesd.420101
dc.identifier.endpage735
dc.identifier.issn1308-6693
dc.identifier.issue4
dc.identifier.startpage725
dc.identifier.trdizinid398586
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/398586
dc.identifier.urihttps://doi.org/10.21923/jesd.420101
dc.identifier.urihttps://hdl.handle.net/20.500.12868/4229
dc.identifier.volume7
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofMühendislik Bilimleri ve Tasarım Dergisi
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_TR-Dizin_20260121
dc.subjectBilgisayar Bilimleri
dc.subjectYazılım Mühendisliği,Görüntüleme Bilimi ve Fotoğraf Teknolojisi
dc.titleTHE EFFECTS OF NOISE FILTERS ON SEGMENTATION BASED SEEDED REGION GROWING
dc.typeArticle

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