SHIP DETECTION FROM POLSAR IMAGERY BASED ON THE SCATTERING DIFFERENCE PARAMETER

被引:1
|
作者
Zhang, Tao [1 ]
Yang, Zhen [2 ]
Xing, Cheng [1 ]
Zeng, Liang [1 ]
Yin, Junjun [3 ]
Yang, Jian [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
[2] Jiangxi Sci & Technol Normal Univ, Nanchang 330013, Jiangxi, Peoples R China
[3] Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
来源
IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2020年
基金
中国国家自然科学基金;
关键词
Scattering difference parameter SDP; C; CP; ship detection; SIMILARITY; TARGETS;
D O I
10.1109/IGARSS39084.2020.9323877
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a new scattering difference parameter named as SDP is first constructed to characterize the relationship between polarimetric covariance matrix [C] and complete polarimetric covariance difference matrix [CP]. Then, by integrating "1-SDP" and the power maximization synthesis detector (PMS) derived from [CP], a novel ship detection method OmSP(cp) is further developed. In order to demonstrate the performance of the proposed method, one AIRSAR L-Band Polarimetric SAR dataset with 22 ships is exploited. The experimental results show that, compared to other methods, OmSP(cp) can hold a better ship detection accuracy.
引用
收藏
页码:1255 / 1258
页数:4
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