DocumentCode
1146199
Title
SAR image despeckling via bilateral filtering
Author
Zhang, Weifeng Gordon ; Liu, Frank ; Jiao, L.C.
Author_Institution
Key Lab. of Intell. Perception & Image Understanding of Minist. of Educ. of China, Xidian Univ., Xi´an, China
Volume
45
Issue
15
fYear
2009
Firstpage
781
Lastpage
783
Abstract
Bilateral filtering (BF) can realise both smoothing images and preserving edges, whereas its filtering results are always influenced since its two parameters are difficult to configure to the optimum. In this reported work, the application of BF is extended to synthetic aperture radar (SAR) image despeckling, and the despeckling evaluation indexes, including the equivalent number of looks and the edge save index, are used to estimate the parameters. After BF with estimated parameters imposed on a normalised SAR image, further processing can achieve both despeckling and edge preservation simultaneously. Experimental results show that the visual quality and evaluation indexes of the proposed algorithm outperform the classical Lee filtering.
Keywords
edge detection; parameter estimation; radar imaging; smoothing methods; synthetic aperture radar; SAR image despeckling; bilateral filtering; edge preservation; image smoothing; parameter estimation; synthetic aperture radar; visual quality;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el.2009.1591
Filename
5173117
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