Segmentation of oil spills in SAR images by using discriminant cuts

机译：通过判别分割对SAR图像中的溢油进行分割

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摘要

The discriminant cut is used to segment the oil spills in synthetic aperture radar (SAR) images. The proposed approach is a region-based one, which is able to capture and utilize spatial information in SAR images. The real SAR images, i.e. ALOS-1 PALSAR and Sentinel-1 SAR images were collected and used to validate the accuracy of the proposed approach for oil spill segmentation in SAR images. The accuracy of the proposed approach is higher than that of the fuzzy C-means classification method.

机译：判别切口用于在合成孔径雷达（SAR）图像中分割溢油。所提出的方法是一种基于区域的方法，它能够捕获和利用SAR图像中的空间信息。收集了真实的SAR图像，即ALOS-1 PALSAR和Sentinel-1 SAR图像，并用于验证所提出的SAR图像中溢油分割方法的准确性。所提方法的准确性高于模糊C均值分类方法。

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《International symposium on multispectral image processing and pattern recognition》|2017年|106080L.1-106080L.5|共5页
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Xianwen Ding; Xiaolin Zou;
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SAR; oil spill; image segmentation; discriminant cuts;

机译：SAR;漏油事件;图像分割区分性削减;

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专利

1. A fast, edge-preserving, distance-regularized model with bilateral filtering for oil spill segmentation of SAR images [J] . Wandi WANG, Hui SHENG, Yanlong CHEN, 中国海洋湖沼学报（英文版） . 2021,第004期
2. A fast,edge-preserving,distance-regularized model with bilateral filtering for oil spill segmentation of SAR images [J] . Wandi WANG, Hui SHENG, Yanlong CHEN, 海洋湖沼学报（英文） . 2021,第004期

机译：A fast,edge-preserving,distance-regularized model with bilateral filtering for oil spill segmentation of SAR images
3. Oil spill segmentation in SAR images using convolutional neural networks. A comparative analysis with clustering and logistic regression algorithms [J] . Cantorna Diego, Dafonte Carlos, Iglesias Alfonso, Applied Soft Computing . 2019,第期

机译：采用卷积神经网络的SAR图像中的漏油泄漏分割。聚类和逻辑回归算法的比较分析
4. Segmentation of oil spills in SAR images by using discriminant cuts [C] . Xianwen Ding, Xiaolin Zou SPIE Conference on Multispectral Image Processing and Pattern Recognition . 2018

机译：使用判别削减，SAR图像中的油溢出的分割
5. Oil Spill Detection Is SAR Images Using Meta-heuristic Search Algorithms [D] . Manikonda, Sai Vinay Teja. 2018

机译：漏油检测是使用元启发式搜索算法的SAR图像
6. Mapping Oil Spills from Dual-Polarized SAR Images Using an Artificial Neural Network: Application to Oil Spill in the Kerch Strait in November 2007 [O] . Daeseong Kim, Hyung-Sup Jung 2018

机译：使用人工神经网络绘制双极化SAR图像中的溢油图：2007年11月在刻赤海峡溢油中的应用
7. Oil Spill Segmentation of SAR ImagesVia Graph Cuts [O] . Sónia Pelizzari 2008

机译：SAR图像的溢油分割通过图割

Segmentation of oil spills in SAR images by using discriminant cuts

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