National Natural Science Foundation of China (No.61101213, 61040043);Doctoral Innovation Fund of National University of Defense Technology;Graduate Innovation Fund of Hunan Province
SHI Gong-tao, CHEN Dong, CHEN Tao, et al. A Novel Dual-SAR CFAR Detecting Method Based on Joint Metrics of Interferogram's Magnitude and Phase for Slow Ground Moving Targets[J]. Acta Electronica Sinica, 2012, 40(11): 2211-2220.
DOI:
SHI Gong-tao, CHEN Dong, CHEN Tao, et al. A Novel Dual-SAR CFAR Detecting Method Based on Joint Metrics of Interferogram's Magnitude and Phase for Slow Ground Moving Targets[J]. Acta Electronica Sinica, 2012, 40(11): 2211-2220. DOI: 10.3969/j.issn.0372-2112.2012.11.012.
A Novel Dual-SAR CFAR Detecting Method Based on Joint Metrics of Interferogram's Magnitude and Phase for Slow Ground Moving Targets
The paper proposes a novel dual-SAR CFAR detector based on joint metrics of interferogram's magnitude and phase for slow ground moving targets.Firstly
under the frame of multiplicative model
based on the complex Wishart-distribution
and bringing in the theory of clutter classification brought forward by Frery et al.
the new IMP metric's statistical models are deduced according to utilizing the reciprocal of a square root of Gamma and the square root of generalized inverse Gaussian law.The group of new models can precisely model the IMP metric corresponding to different clutter areas with broad degrees of homogeneity.Secondly
the new models' estimators are acquired based on the Mellin transform
which can estimate the contained parameters quickly and accurately
guaranteeing the new distributions' fitting precision.Therefore
automatically detecting the slow ground moving targets by the IMP metric can be accomplished.According to the experiments performed on real SAR images
using the Kullback-Leibler (KL) distance
mean square error (MSE) and Kolmogorov-Smirnov (KS) test as similarity measurements
the experimental results not only show the effectiveness of the IMP metric's statistical models and estimators
but also prove the superior performance of the novel detector.