Generalized Optimization of Polarimetric Contrast Enhancement

被引：45

作者：

Yang, Jian ^{[1
]}

Dong, Guiwei ^{[1
]}

Peng, Yingning ^{[1
]}

Yamaguchi, Yoshio ^{[2
]}

Yamada, Hiroyoshi ^{[2
]}

机构：

[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China

[2] Niigata Univ, Dept Informat Engn, Niigata 9502181, Japan

来源：

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS | 2004年 / 1卷 / 03期

基金：

中国国家自然科学基金;

关键词：

Detection; optimization; radar polarimetry; synthetic aperture radar (SAR);

D O I：

10.1109/LGRS.2004.830127

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：

A generalized optimization of polarimetric contrast enhancement (GOPCE) is proposed in this letter. For this problem, it is not only necessary to find the optimal polarization states such that the received power ratio of a desired target and clutter is maximal, but also necessary to find three optimal coefficients such that the ratio of two factors associated with the desired target and clutter is maximal, where both the factors consist of three parameters, i.e., the Cloude entropy and two special similarity parameters. The optimal coefficients of the GOPCE are obtained by solving an eigenvalue problem. Using an example, we demonstrate that the GOPCE can be employed for detecting roads in a forest area by using polarimetric synthetic aperture radar data.

引用

页码：171 / 174

页数：4

共 13 条

[1] An entropy based classification scheme for land applications of polarimetric SAR [J].

Cloude, SR ;

Pottier, E .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (01) :68-78

[2]

Huynen J. R., 1978, ELECTROMAGNETIC SCAT, P653, DOI [10.1016/B978-0-12-709650-6.50020-1, DOI 10.1016/B978-0-12-709650-6.50020-1]

[3] OPTIMUM ANTENNA POLARIZATIONS FOR TARGET DISCRIMINATION IN CLUTTER [J].

IOANNIDIS, GA ;

HAMMERS, DE .

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1979, 27 (03) :357-363

[4] ON THE POLARIMETRIC CONTRAST OPTIMIZATION [J].

KOSTINSKI, AB ;

BOERNER, WM .

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1987, 35 (08) :988-991

[5]

Luneburg E., 2002, Turkish Journal Electrical Engineering and Computer Sciences, Elektrik, V10, P219

[6] Polarimetric contrast enhancement coefficients for perfecting high resolution POL-SAR/SAL image feature extraction [J].

Mott, H ;

Boerner, WM .

WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY, 1997, 3120 :106-117

[7]

Mott H, 1992, Antennas for radar and communications

[8] STATISTICAL AND SPATIAL PROPERTIES OF FOREST CLUTTER MEASURED WITH POLARIMETRIC SYNTHETIC APERTURE RADAR (SAR) [J].

SHEEN, DR ;

JOHNSTON, LP .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (03) :578-588

[9] OPTIMAL POLARIZATIONS FOR ACHIEVING MAXIMUM CONTRAST IN RADAR IMAGES [J].

SWARTZ, AA ;

YUEH, HA ;

KONG, JA ;

NOVAK, LM ;

SHIN, RT .

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH AND PLANETS, 1988, 93 (B12) :15252-15260

[10]

Touzi R, 2001, INT GEOSCI REMOTE SE, P426, DOI 10.1109/IGARSS.2001.976179

← 1 2 →