Classification of polarimetric SAR images based on difference degree

Wen Guang Wang; Jun Wang; Shi Yi Mao

Classification of polarimetric SAR images based on difference degree

Wen Guang Wang^*
, Jun Wang
, Shi Yi Mao

^*此作品的通讯作者

电子信息工程学院

Beihang University

科研成果: 期刊稿件 › 文章 › 同行评审

5 引用（Scopus）

摘要

A concept of difference degree which is based on the coherence of the covariance matrices and the power difference is given in this paper. An iterative method of classification is proposed based on difference degree. This new method not only reduces the compute, but also needs not apriority information of the targets compared with Wishart classifier. This new classifier is applied to the polarimetric SAR image of Hong Kong from the NSAS/JPL SIR-C data and gets an excellent classification result.

源语言	英语
页（从-至）	2007-2010
页数	4
期刊	Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology
卷	28
期	11
出版状态	已出版 - 11月 2006

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引用此

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title = "Classification of polarimetric SAR images based on difference degree",

abstract = "A concept of difference degree which is based on the coherence of the covariance matrices and the power difference is given in this paper. An iterative method of classification is proposed based on difference degree. This new method not only reduces the compute, but also needs not apriority information of the targets compared with Wishart classifier. This new classifier is applied to the polarimetric SAR image of Hong Kong from the NSAS/JPL SIR-C data and gets an excellent classification result.",

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AU - Wang, Wen Guang

AU - Wang, Jun

AU - Mao, Shi Yi

PY - 2006/11

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N2 - A concept of difference degree which is based on the coherence of the covariance matrices and the power difference is given in this paper. An iterative method of classification is proposed based on difference degree. This new method not only reduces the compute, but also needs not apriority information of the targets compared with Wishart classifier. This new classifier is applied to the polarimetric SAR image of Hong Kong from the NSAS/JPL SIR-C data and gets an excellent classification result.

AB - A concept of difference degree which is based on the coherence of the covariance matrices and the power difference is given in this paper. An iterative method of classification is proposed based on difference degree. This new method not only reduces the compute, but also needs not apriority information of the targets compared with Wishart classifier. This new classifier is applied to the polarimetric SAR image of Hong Kong from the NSAS/JPL SIR-C data and gets an excellent classification result.

KW - Difference degree

KW - Iterative classification

KW - Polarimetric SAR

UR - https://www.scopus.com/pages/publications/33846036530

M3 - 文章

AN - SCOPUS:33846036530

SN - 1009-5896

VL - 28

SP - 2007

EP - 2010

JO - Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology

JF - Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology

IS - 11

ER -

Classification of polarimetric SAR images based on difference degree

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