DocumentCode
1454790
Title
Improved bilateral filtering for SAR image despeckling
Author
Zhang, Weifeng Gordon ; Zhang, Qi ; Yang, C.S.
Author_Institution
Coll. of Geol. Eng. & Geomatics, Chang´an Univ., Xi´an, China
Volume
47
Issue
4
fYear
2011
Firstpage
286
Lastpage
288
Abstract
To effectively preserve edges of synthetic aperture radar (SAR) images while cleanly despeckling, an improved bilateral filtering algorithm (IBF) is proposed. A threshold value is first calculated, which is used to distinguish whether the current pixel and its neighbouring pixels are homogeneous or not. Then, bilateral filtering (BF) is improved by reducing its two parameters to one, which emphasises the contribution of adjacent homogeneous pixels to the approximation of the current pixel. Finally, IBF is applied to remove speckles. The despeckling results for SAR images show that the visual quality and evaluation indexes of IBF outperform those of enhanced Lee filtering (ELF) and BF.
Keywords
filtering theory; image denoising; radar imaging; speckle; synthetic aperture radar; ELF; IBF; SAR image despeckling; SAR images; adjacent homogeneous pixels; enhanced Lee filtering; evaluation indexes; improved bilateral filtering algorithm; neighbouring pixels; remove speckles; synthetic aperture radar images; threshold value; visual quality;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el.2010.2982
Filename
5716817
Link To Document