Iceberg Detection in Open and Ice-Infested Waters Using C-Band Polarimetric Synthetic Aperture Radar

被引:17
|
作者
Akbari, Vahid [1 ]
Brekke, Camilla [1 ]
机构
[1] UiT Arctic Univ Norway, Dept Phys & Technol, N-9037 Tromso, Norway
来源
关键词
Feature extraction; iceberg detection; ice-infested water; near real-time (NRT) services; polarimetry; sea state; segmentation; synthetic aperture radar (SAR); SEA; IDENTIFICATION; SEGMENTATION; SIGNATURES; DYNAMICS; IMAGES; MODEL;
D O I
10.1109/TGRS.2017.2748394
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
Icebergs can cause a significant threat to shipping, offshore oil and gas production facilities, and subsea pipelines. Synthetic aperture radar (SAR) is a well-established tool for detecting and monitoring sea-ice objects in the often dark and cloud-covered polar regions. However, detection of small icebergs floating in nonhomegeous sea clutter environments is still a challenging task. We propose a new methodology for automatic identification of potential icebergs in high-resolution polarimetric SAR images. The algorithm adopts to various sea-ice conditions and it tackles high iceberg density situations and heterogeneous background conditions in the marginal ice zone. Results from a time series of RADARSAT-2 data containing numerous icebergs broken off from glaciers in Kongsfjorden on Svalbard demonstrate that the approach is viable.
引用
收藏
页码:407 / 421
页数:15
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