DocumentCode
84582
Title
Efficient Clutter Suppression in SAR Images With Shedding Irrelevant Patterns
Author
Xiaohui Zhao ; Yicheng Jiang ; Wen-Qin Wang
Author_Institution
Res. Inst. of Electron. Eng. Technol., Harbin Inst. of Technol., Harbin, China
Volume
12
Issue
9
fYear
2015
fDate
Sept. 2015
Firstpage
1828
Lastpage
1832
Abstract
Strong clutter reflections of terrain and marine surfaces obscure the contrast between the target-of-interest and clutter (terrain and marine surface reflections) in synthetic aperture radar (SAR) images and consequently hinder the efficiency of image interpretation and analysis. To overcome this problem, this letter proposes an efficient clutter suppression method in SAR images, which is named shedding irrelevant patterns (SIP). The essence is to construct a regression function that can suppress clutter and preserve the target patterns concurrently. We assume that the clutter is irrelevant to the target-of-interest and distinguishable in patterns in terms of image-pixel distribution and intensity (spatial information). Experimental results show the efficiency of the proposed method in both clutter suppression and target pattern preservation.
Keywords
geophysical image processing; regression analysis; remote sensing by radar; synthetic aperture radar; SAR images; clutter suppression method; image analysis; image intensity; image interpretation; image-pixel distribution; marine surface clutter reflection; regression function; shedding irrelevant pattern; spatial information; synthetic aperture radar images; target pattern preservation; terrain surface clutter reflection; Clutter; Image resolution; Kernel; Remote sensing; Surface treatment; Synthetic aperture radar; Thyristors; Clutter suppression; shedding irrelevant patterns (SIP); synthetic aperture radar (SAR) image;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing Letters, IEEE
Publisher
ieee
ISSN
1545-598X
Type
jour
DOI
10.1109/LGRS.2015.2430366
Filename
7115905
Link To Document