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
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;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2012.2200875