Analysis of Azimuthal Variations Using Multi-Aperture Polarimetric Entropy with Circular SAR Images

被引:11
作者
Xue, Feiteng [1 ,2 ,3 ]
Lin, Yun [1 ,2 ,3 ]
Hong, Wen [1 ,2 ,3 ]
Yin, Qiang [4 ]
Zhang, Bingchen [1 ,2 ,3 ]
Shen, Wenjie [1 ,2 ,3 ]
Zhao, Yue [1 ,2 ,3 ]
机构
[1] Univ Chinese Acad Sci, Dept Informat & Commun Engn, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Inst Elect, 19 North 4th Ring Rd West, Beijing 100190, Peoples R China
[3] Chinese Acad Sci, Inst Elect, Key Lab Technol Geospatial Informat Proc & Applic, Beijing 100190, Peoples R China
[4] Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
polarimetric SAR; circular SAR; anisotropic; sub-aperture; entropy; TARGET DECOMPOSITION-THEOREMS; UNSUPERVISED CLASSIFICATION; SCATTERING-MODEL;
D O I
10.3390/rs10010123
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In conventional synthetic aperture radar (SAR), sensors with a fixed look angle are assumed, and the scattering properties are considered as invariant in the azimuth. In some new SAR modes such as wide-angle SAR and circular SAR (CSAR), the azimuthal angle of view is much larger. Anisotropic targets which have different physical shapes from different angles of view are difficult to interpret in the traditional observation model if variations remain unconsidered. Meanwhile, SAR polarimetry is a powerful tool to analyze and interpret targets' scattering properties. Anisotropic targets can be precisely described with polarimetric signatures from different angles of view. In this paper, polarimetric data is separated into sub-apertures to provide polarimetric properties from different angles of view. A multi-aperture observation model which contains full polarimetric information from all angles of view is then established. Based on the multi-aperture observation model, multi-aperture polarimetric entropy (MAPE) is defined and is suggested as an extension of polarimetric entropy in multi-aperture situations. MAPE describes both targets' polarimetric properties and variations across sub-apertures. Variations across the azimuth are analyzed and anisotropic and isotropic targets are identified by MAPE. MAPE can be used in many polarimetric wide angle and CSAR applications. Potential applications in target discrimination and classification are discussed. The effectiveness and advantages of MAPE are demonstrated with polarimetric CSAR data acquired from the Institute of Electronics, Chinese Academy of Sciences airborne CSAR system at P-band.
引用
收藏
页数:20
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