Deorientation theory of polarimetric scattering targets and application to terrain surface classification

被引:122
作者
Xu, F [1 ]
Jin, YQ [1 ]
机构
[1] Fudan Univ, Minist Educ, Key Lab Wave Scattering & Remote Sensing Informat, Shanghai 200433, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2005年 / 43卷 / 10期
基金
中国国家自然科学基金;
关键词
deorientation; polarimetric synthetic aperture radar (SAR); unsupervised classification;
D O I
10.1109/TGRS.2005.855064
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
Deorientation theory of polarimetric scattering targets is presented. Using a transformation of the target scattering vector, the target orientation is turned to a certain fixed state and polarimetric scattering of the transformed scattering vector shows the prominence of the generic characteristics of the target. A new set of parameters upsilon, nu, w, psi is defined based on a deorientation of the target scattering vector. Numerical simulation of polarimetric scattering of nonspherical particles illustrates the meanings of the parameters upsilon, nu, w, psi and the entropy H. An unsupervised classification scheme of the terrain surfaces is developed, which classifies the terrain surfaces using the set of upsilon, nu, H, and analyzes the orientation distribution of each class based on deorientation angle psi. As examples, a SIR-C polarimetric image over China's Guangdong Hui-Yang district is classified into eight classes and a AirSAR polarimetric image over Canada's Boreal district is orientation-analyzed using our approach of deorientation and four parameters upsilon, nu,psi, and H.
引用
收藏
页码:2351 / 2364
页数:14
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