Decomposition of the Kennaugh Matrix Based on a New Norm

被引:11
|
作者
You, Biao [1 ]
Yang, Jian [1 ]
Yin, Junjun [1 ]
Xu, Bin [1 ]
机构
[1] Tsinghua Univ, Sch Informat Sci & Technol, Dept Elect Engn, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Decomposition; Kennaugh matrix; polarimetry; CLASSIFICATION;
D O I
10.1109/LGRS.2013.2284336
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
In this letter, a new method for Kennaugh matrix decomposition is proposed, and a new norm for the Kennaugh matrix is defined. The Kennaugh matrix is decomposed into two parts: The first is a coherent target matrix, and the second is a residual matrix with minimum norm. The properties of the extracted coherent target are discussed, and an application of the extracted coherent target is implemented. In this application, an incoherent image is converted into a coherent image. Single-look sphere-diplane-helix decomposition is then performed. An experiment on Airborne SAR polarimetric data over San Francisco has been carried out, thus demonstrating the effectiveness of the application.
引用
收藏
页码:1000 / 1004
页数:5
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