DocumentCode :
84958
Title :
A Novel Prescreening Method for Land-Mine Detection in UWB SAR Based on Feature Point Matching
Author :
Jun Lou ; Tian Jin ; Fulai Liang ; Zhimin Zhou
Author_Institution :
Coll. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
Volume :
51
Issue :
6
fYear :
2013
fDate :
Jun-13
Firstpage :
3706
Lastpage :
3714
Abstract :
Ultrawideband synthetic aperture radar (SAR) (UWB SAR) is a sufficient approach to detecting land mines over large areas from a safe standoff distance. UWB SAR detection involves three steps: imaging, prescreening, and discrimination. Many studies have concentrated on imaging and discrimination, whereas few have highlighted prescreening. We propose a novel prescreening method for extracting the region of interest from an entire SAR image. The proposed method is based on feature point matching in contrast to traditional approaches, which are based on the constant false alarm rate (CFAR) technique. Our method incorporates knowledge on the electromagnetic scattering caused by land mines into the prescreening process and does not rely on clutter environments. Thus, the method more efficiently eliminates nonhomogeneous clutter than do CFAR-based methods and is more advantageous in processing large-area SAR images. The efficiency of the proposed method is validated by real data on an airship-mounted UWB SAR system.
Keywords :
airships; electromagnetic wave scattering; feature extraction; image matching; landmine detection; military computing; military radar; radar clutter; radar computing; radar imaging; synthetic aperture radar; ultra wideband radar; CFAR technique; SAR image; UWB SAR detection; airship-mounted UWB SAR system; clutter environments; constant false alarm rate technique; electromagnetic scattering; feature point matching; land-mine detection; large-area SAR images; prescreening method; region of interest extraction; ultrawideband synthetic aperture radar detection; Clutter; Feature extraction; Imaging; Landmine detection; Scattering; Synthetic aperture radar; Time domain analysis; Feature point matching (FPM); land mine; prescreening; ultrawideband synthetic aperture radar (SAR) (UWB SAR);
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2012.2220552
Filename :
6374672
Link To Document :
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