DocumentCode :
232082
Title :
Single scattering part detection of SAR target based on its part-based scattering model
Author :
Ding Boyuan ; Wen Gongjian ; Zhong Jinrong ; Ma Conghui
Author_Institution :
Sci. & Technol. on Autom. Target Recognition Lab. (ATR), Nat. Univ. of Defense Technol., Changsha, China
fYear :
2014
fDate :
19-23 Oct. 2014
Firstpage :
1890
Lastpage :
1895
Abstract :
Part absence, background noise are difficult problems in SAR ATR, they can be overcome to some extent by detecting single scattering part of the target in the measured SAR data. In this article, an approach of single scattering part detection is proposed based on the target part-based scattering model. Thus, according to the properties of the scattering parts in the image domain, the corresponding scattering part in the model image and measured image can be matched to calculate a matching score. Through threshold judging, it can be decided whether a scattering part is existed in the measured data. The detection results can make an important contribution to SAR ATR. The efficiency of the method is confirmed by the experiments based on the simulated data of simple tank and MSTAR data which is employed as interfering data.
Keywords :
image matching; object detection; radar detection; radar imaging; scattering; synthetic aperture radar; SAR ATR; SAR target detection; background noise; image domain; matching score; measured image matching; model image matching; single scattering part detection; synthetic-aperture radar; target part-based scattering model; Abstracts; Data models; Scattering; matching score; part-based scattering model; scattering part detection; threshold judging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2014 12th International Conference on
Conference_Location :
Hangzhou
ISSN :
2164-5221
Print_ISBN :
978-1-4799-2188-1
Type :
conf
DOI :
10.1109/ICOSP.2014.7015321
Filename :
7015321
Link To Document :
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