DocumentCode :
2268581
Title :
A fast ship detection algorithm in SAR imagery for wide area ocean surveillance
Author :
Xiangwei, Xing ; Kefeng, Ji ; Huanxin, Zou ; Jixiang, Sun
Author_Institution :
Coll. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
fYear :
2012
fDate :
7-11 May 2012
Abstract :
Ship detection is a basic problem to be solved in SAR application of ocean surveillance. To deal with the rapid increasing SAR data, fast algorithm has become a hot topic in the research of ship detection. This paper proposes a fast ship detection algorithm in SAR imagery for wide area ocean surveillance. The algorithm adopts global two-parameter CFAR and adaptive CFAR based K distribution in the coarse and fine detection phase separately. Performances on detection accuracy and efficiency have been analyzed theoretically. Validation results on several space-born SAR images illustrate the fast method can preserve detection accuracy and improve the calculation efficiency.
Keywords :
marine radar; oceanographic techniques; radar detection; radar imaging; remote sensing by radar; search radar; ships; spaceborne radar; synthetic aperture radar; SAR data imagery; adaptive CFAR based K distribution; constant false alarm rate detection algorithm; fast ship detection algorithm; global two-parameter CFAR distribution; spaceborne SAR images; wide area ocean surveillance; Accuracy; Adaptation models; Algorithm design and analysis; Clutter; Marine vehicles; Oceans; Surveillance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference (RADAR), 2012 IEEE
Conference_Location :
Atlanta, GA
ISSN :
1097-5659
Print_ISBN :
978-1-4673-0656-0
Type :
conf
DOI :
10.1109/RADAR.2012.6212205
Filename :
6212205
Link To Document :
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