DocumentCode
22294
Title
SAR Image Despeckling Using a Space-Domain Filter With Alterable Window
Author
Li, Guang-Ting ; Wang, Chun-Le ; Huang, Ping-Ping ; Yu, Wei-Dong
Author_Institution
Inst. of Electron., Beijing, China
Volume
10
Issue
2
fYear
2013
fDate
Mar-13
Firstpage
263
Lastpage
267
Abstract
In this letter, a modified bilateral filter suitable for synthetic aperture radar (SAR) image despeckling, named space-domain filter with alterable window (SFAW), is proposed. SFAW features geometric adaptivity, in both spatial and similarity functions, respectively driven by the following: 1) the local coefficient of variation ( CV) and 2) the joint probability density function model of two pixels having the same reflectivity. Tests on synthetic and real SAR images show that SFAW notably smoothes speckle with unperceivable detail blurring and achieves better performances than other related methods.
Keywords
filtering theory; probability; radar imaging; synthetic aperture radar; SAR image despeckling; SFAW; joint probability density function model; modified bilateral filter; real SAR images; space-domain filter with alterable window; synthetic SAR images; synthetic aperture radar image despeckling; Image edge detection; Joints; Noise; Remote sensing; Smoothing methods; Speckle; Synthetic aperture radar; Bilateral filter (BF); despeckling; spatial filtering; synthetic aperture radar (SAR) images;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing Letters, IEEE
Publisher
ieee
ISSN
1545-598X
Type
jour
DOI
10.1109/LGRS.2012.2200875
Filename
6230612
Link To Document