Oil Spill Detection in Hybrid-Polarimetric SAR Images

被引:105
作者
Salberg, Arnt-Borre [1 ]
Rudjord, Oystein [1 ]
Solberg, Anne H. Schistad [2 ,3 ]
机构
[1] Norwegian Comp Ctr, Dept Stat Anal Pattern Recognit & Image Anal, Sect Earth Observat, N-0314 Oslo, Norway
[2] Univ Oslo, Dept Informat, N-0313 Oslo, Norway
[3] Norwegian Comp Ctr, Dept SAMBA, Sect Earth Observat, N-0314 Oslo, Norway
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2014年 / 52卷 / 10期
关键词
Hybrid polarimetry; hybrid-polarization features; oil spill; quad-pol; synthetic aperture radar; SYNTHETIC-APERTURE RADAR; SYMMETRY PROPERTIES; SLICK OBSERVATION; MUELLER; POLARIZATION; SCATTERING; SURFACES; MATRIX; MODEL;
D O I
10.1109/TGRS.2013.2297193
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
Oil spill detection in SAR images operating in a hybrid-polarimetric mode is examined. We propose and review several strategies for oil spill detection in hybrid-polarimetric SAR data. The retrieved measures are successfully applied to SAR data covering oil spill experiments outside Norway and the Deepwater Horizon incident in the Gulf of Mexico. It is shown that, under the assumption of a two-scale Bragg scattering model, a coherence measure may be recovered equally well from hybrid-polarimetric data, as for full-polarimetric data, and that this measure may be retrieved directly from the measurements without the need for any additional assumptions. The results show that low-wind lookalikes may be suppressed at the same time as the contrast of the oil spills is maintained using hybrid-polarimetric data and that multifeature images may be constructed to further enhance the oil spill detection performance. Due to the potential of wide swath widths, we conclude that hybrid-polarity is an attractive mode for future SAR-based oil spill monitoring.
引用
收藏
页码:6521 / 6533
页数:13
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