Statistical Modeling of the Reflection Symmetry Metric for Sea Clutter in Dual-Polarimetric SAR Data

被引:4
作者
Gao, Gui [1 ]
Wang, Xiaoyang [1 ]
Niu, Min [1 ]
机构
[1] Natl Univ Def Technol, Sch Elect Sci & Engn, Changsha 410073, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Polarimetric synthetic aperture radar (SAR); statistical modeling; symmetry; target detection; SHIP DETECTION; POLARIZATION; TARGETS; IMAGERY; CFAR;
D O I
10.1109/JOE.2015.2458231
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Reflection symmetry is an intrinsic property used to distinguish man-made metallic targets and sea clutter in dual-polarimetric synthetic aperture radar (SAR) data. We derive a statistical model for the reflection symmetry metric (RSM) of sea clutter using the covariance matrix between co-polarized and cross-polarized channels. Consequently, the model is theoretically analyzed for its appropriateness in describing the statistical behavior of the RSM of sea clutter. We also assess the suitability of the Student's T location-scale (TLS) distribution for modeling the RSMs of sea clutter in dual-polarimetric SAR data. Experiments based on single look complex (SLC) HH-HV and VV-VH dual-polarimetric SAR data acquired by L-band ALOS-PALSAR and C-band RADARSAT-2 verify the superiority of the model over the TLS distribution.
引用
收藏
页码:339 / 345
页数:7
相关论文
共 33 条
[1]  
[Anonymous], 2004, DEFENCE SCI TECHNOLO
[2]  
[Anonymous], 200402619 FFI
[3]  
Bronshtein I. N., 2007, HDB MATH
[4]   Ship Detection Using Polarization Cross-Entropy [J].
Chen, Jiong ;
Chen, Yilun ;
Yang, Jian .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2009, 6 (04) :723-727
[5]  
El-Darymli K., 2014, P OCEANS C APR, DOI [10.1109/OCEANS-TAIPEI.2014.6964493, DOI 10.1109/OCEANS-TAIPEI.2014.6964493]
[6]   Target detection in synthetic aperture radar imagery: a state-of-the-art survey [J].
El-Darymli, Khalid ;
McGuire, Peter ;
Power, Desmond ;
Moloneyb, Cecilia .
JOURNAL OF APPLIED REMOTE SENSING, 2013, 7
[7]   Introducing excision switching-CFAR in K distributed sea clutter [J].
Erfanian, Saeed ;
Vakili, Vahid Tabataba .
SIGNAL PROCESSING, 2009, 89 (06) :1023-1031
[8]   Generalized-K (GK)-Based Observation of Metallic Objects at Sea in Full-Resolution Synthetic Aperture Radar (SAR) Data: A Multipolarization Study [J].
Ferrara, Giuseppe ;
Migliaccio, Maurizio ;
Nunziata, Ferdinando ;
Sorrentino, Antonio .
IEEE JOURNAL OF OCEANIC ENGINEERING, 2011, 36 (02) :195-204
[9]   A model for extremely heterogeneous clutter [J].
Frery, AC ;
Muller, HJ ;
Yanasse, CDF ;
SantAnna, SJS .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (03) :648-659
[10]   Modeling Multilook Magnitude and Phase in Extremely Heterogeneous Clutter [J].
Gao, Gui ;
Shi, Gongtao ;
Zhou, Shilin .
INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2013, 2013