Multi-feature Fusion for the Edge Tracing of PolSAR Oil Slick

被引:2
作者
Men, Peng [1 ]
Wang, Congcong [1 ]
Guo, Hao [1 ]
An, Jubai [1 ]
机构
[1] DaLian Maritime Univ, Sch Informat Sci & Technol, Dalian 116026, Peoples R China
来源
2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE) | 2016年
关键词
polarimetric SAR; multi-feature fusion; edge tracing; edge detection; oil slick; SCATTERING MODEL; DECOMPOSITION;
D O I
10.1109/ICISCE.2016.109
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The diffusion of oil slick is very fast. There are vague boundaries and speckle noise in PolSAR image of oil slick, how to distinguish and mark the continuous edges of oil slick quickly is the basic requirement of oil slick monitoring service. This paper presents a new edge tracing algorithm, which implements the edge tracing of oil slick based on multi-feature fusion. Based on the polarimetric feature analysis of the PolSAR data, an optimal feature subset is provided to distinguish the oil slick boundaries. The method, which is implemented by changing the resolution of PolSAR image and reducing the searching range based on the position of the adjacent boundary points, can trace and mark the continuous boundaries of oil slick quickly. We demonstrate through several examples the effectiveness of the algorithm in tracing the edges of two PolSAR images of oil slick in Gulf of Mexico.
引用
收藏
页码:478 / 482
页数:5
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