THE EFFECTS OF NOISE FILTERS ON SEGMENTATION BASED SEEDED REGION GROWING
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Tarih
2019
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Image 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.
Açıklama
Anahtar Kelimeler
Bilgisayar Bilimleri, Yazılım Mühendisliği,Görüntüleme Bilimi ve Fotoğraf Teknolojisi
Kaynak
Mühendislik Bilimleri ve Tasarım Dergisi
WoS Q Değeri
Scopus Q Değeri
Cilt
7
Sayı
4
