Polarimetric Interferometric Eigenvalue Similarity Parameter and Its Application in Target Detection

被引:3
|
作者
Zhang, Lamei [1 ,2 ]
Zou, Bin [1 ]
Wenyan, Tang [2 ]
机构
[1] Harbin Inst Technol, Dept Informat Engn, Harbin 150001, Peoples R China
[2] Harbin Inst Technol, Postdoctoral Res Ctr Instrument Sci & Technol, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Polarimetric interferometric eigenvalue similarity parameter (PIESP); Polarimetric synthetic aperture radar (SAR) interferometry (PolInSAR); target detection; SAR INTERFEROMETRY; RADAR POLARIMETRY; OPTIMIZATION;
D O I
10.1109/LGRS.2011.2116765
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Polarimetric synthetic aperture radar (SAR) interferometry (PolInSAR) combines SAR polarimetry and SAR interferometry and is much more sensitive to the distribution of orientated scatterers compared with polarimetric or interferometric data alone. The polarimetric similarity parameter is an efficient parameter to analyze target characteristics using the similarity between a target and the canonical target. In this letter, the polarimetric interferometric eigenvalue similarity parameter (PIESP) is proposed based on the similarity between two polarimetric SAR images obtained by two interferometric antennas. The PIESP is defined by the eigenvalues of two polarimetric coherence matrices in the PolInSAR system, and the eigenvalues of polarimetric coherence matrix are independent on the target orientation angle; therefore, the PIESP is rotation invariant. PolInSAR systems use two antennas to measure the same ground area with slightly different image geometry. Thus, the PIESP can be used to distinguish the target based on coherence and similarity. Then, the target detection method using the PIESP is implemented with the DLR experimental SAR L-band full polarized image of the Oberpfaffenhofen test site of Germany obtained on September 30, 2000. The results confirmed that the proposed model is accurate and effective for the detection and the analysis of buildings in urban areas.
引用
收藏
页码:819 / 823
页数:5
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