DocumentCode :
1450343
Title :
Edge detection with multiscale products 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 :
48
Issue :
4
fYear :
2012
Firstpage :
211
Lastpage :
212
Abstract :
A despeckling algorithm of a synthetic aperture radar (SAR) image is proposed, which can effectively preserve edges while cleanly despeckling. The proposed algorithm is robust, simple, and effective, without any a priori information, which employs multiscale products in stationary bandlet transform (SBT) domain to detect edges, and utilises SBT to denoise the edge-removed image. Experimental results show that the visual quality and evaluation indexes of the proposed algorithm outperform that of Lee filtering.
Keywords :
edge detection; filtering theory; image denoising; radar imaging; speckle; synthetic aperture radar; Lee filtering; SAR image despeckling algorithm; SBT; edge detection; edge-removed image denoising; multiscale product; stationary bandlet transform domain; synthetic aperture radar image; visual quality;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el.2011.2526
Filename :
6153193
Link To Document :
بازگشت