Title :
A hybrid manmade-target detection algorithm for polarimetric sar images
Author :
Cai, C. ; An, W. ; Yang, J.
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing
Abstract :
This paper proposes a hybrid target detection algorithm for polarimetric synthetic aperture radar (SAR). The proposed algorithm includes three parts: Span Detector (SD), Polarimetric Whitening Filter Detector (PWF) and Optimal Polarimetric Detector (OPD). The detection output of SD is used to optimize the input of PWF, and the detection output of PWF is used to optimize the input of OPD. The iteration is also employed in the proposed method. A new criterion is presented to compare the performances of different polarimetric target detection algorithms. According to the new criterion, different detection algorithms will select the same number of pixels as their detection results. Experimental results demonstrate that the performance of the proposed algorithm is better than other algorithms, and the new criterion is more appropriate for the comparison of different polarimetric target-detection algorithms.
Keywords :
object detection; radar imaging; synthetic aperture radar; hybrid manmade-target detection algorithm; optimal polarimetric detector; polarimetric SAR images; polarimetric whitening filter detector; span detector; synthetic aperture radar; Radar; polarimetric synthetic aperture radar; target detection;
Conference_Titel :
Radar Conference, 2009 IET International
Conference_Location :
Guilin
Print_ISBN :
978-1-84919-010-7