DocumentCode
714607
Title
Edge preserving image denoising method based on averaging
Author
Duman, Elvan ; Erdem, O. Ayhan
Author_Institution
Teknoloji Fak., Gazi Univ., Ankara, Turkey
fYear
2015
fDate
16-19 May 2015
Firstpage
1857
Lastpage
1860
Abstract
Image denoising is an important task in image processing. Various filtering techniques has been developed for image denoising but the algorithms have specific limitations. The main feature of a good image denoising technique is that it will remove noise while preserving structure of image. In this paper, we present a new image denoising method based on averaging. The denoising performance is measured according to PSNR (Peak Signal-to-Nosie Ratio) metric by employing experiments. Experimental results show that the proposed method removes noise significantly and preserve image edges.
Keywords
image denoising; image filtering; PSNR; edge preserving image denoising; filtering techniques; image processing; image structure; peak signal-to-nosie ratio; Image denoising; Image edge detection; Noise reduction; PSNR; Speckle; Edge preserving; Image denoising; Image processing; Mean filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location
Malatya
Type
conf
DOI
10.1109/SIU.2015.7130218
Filename
7130218
Link To Document