An entropy based classification scheme for land applications of polarimetric SAR

被引:1925
作者
Cloude, SR
Pottier, E
机构
[1] Laboratoire S.E.I. E.P. CNRS 63, IRESTE, La Chantrerie 44087, Nantes
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1997年 / 35卷 / 01期
关键词
image classification; radar polarimetry; unsupervised classifier;
D O I
10.1109/36.551935
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 paper we outline a new scheme for parameterizing polarimetric scattering problems, which has application in the quantitative analysis of polarimetric SAR data, The method relies on an eigenvalue analysis of the coherency matrix and employs a three-level Bernoulli statistical model to generate estimates of the average target scattering matrix parameters from the data, The scattering entropy is a key parameter is determining the randomness in this model and is seen as a fundamental parameter in assessing the importance of polarimetry in remote sensing problems, We show application of the method to some important classical random media scattering problems and apply it to POLSAR data from the NASA/JPL AIRSAR data base.
引用
收藏
页码:68 / 78
页数:11
相关论文
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