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
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;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2015.2430366