Analysis of Sea Clutter Distribution and Evaluation of Ship Detection Performance for Sentinel-1 SAR Data

机译：SEARINEL-1 SAR数据分析海洋杂波分布与船舶检测性能评价

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This paper statistically analyzed the sea clutter distribution and ship detection performance for Sentinel-1 synthetic aperture radar image. First, the goodness-of-fit of five commonly used distribution models were evaluated to find out the most suitable model and the Kullback-Leibler Distance was adopted to judge the fitting degree. Then construct a constant false alarm rate detector for ship detection. To measure the robustness of the detector, the figure of merit, the probability of detection, and the false alarm rate were calculated to evaluate detector performance.

机译：本文统计地分析了Sentinel-1合成孔径雷达图像的海杂波分布和船舶检测性能。首先，评估了五种常用分布模型的健康拟合，以找出最合适的模型，并且采用了克拉尔莱布勒距离来判断拟合程度。然后构建恒定的误报率检测器，用于船舶检测。为了测量探测器的稳健性，计算价值，检测概率和误报率，以评估检测器性能。

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《International conference on sensing and imaging》|2019年|x 223 p.|共8页
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Yongxu Li; Xudong Lai; Jie Zhang; Junmin Meng; Genwang Liu; Xi Zhang;
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中图分类信息处理（信息加工）;
关键词
Ship detection; Synthetic aperture radar; Constant false alarm rate; Statistical distribution;

机译：船舶检测;合成孔径雷达;恒定误报率;统计分布;

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专利

1. Comparative study of sea clutter distribution and ship detectors' performance for Sentinel-1 synthetic aperture radar image [J] . Li Yongxu, Lai Xudong, Zhang Xi, Journal of Applied Remote Sensing . 2019,第4期

机译：海杂波分布与船舶探测器对哨路-1合成孔径雷达图像的比较研究
2. CFAR Ship Detection in Nonhomogeneous Sea Clutter Using Polarimetric SAR Data Based on the Notch Filter [J] . Gui Gao, Gongtao Shi IEEE Transactions on Geoscience and Remote Sensing. . 2017,第8期

机译：基于陷波滤波器的极化SAR数据在非均匀海杂波中的CFAR舰船检测
3. Analysis of Distribution Using Graphical Goodness of Fit for Airborne SAR Sea-Clutter Data [J] . Zhihui Xin, Guisheng Liao, Zhiwei Yang, IEEE Transactions on Geoscience and Remote Sensing . 2017,第10期

机译：利用机载SAR海杂波数据拟合的图形优度分析分布
4. Analysis of Sea Clutter Distribution and Evaluation of Ship Detection Performance for Sentinel-1 SAR Data [C] . Yongxu Li, Xudong Lai, Jie Zhang, International conference on sensing and imaging . 2019

机译：SEARINEL-1 SAR数据分析海洋杂波分布与船舶检测性能评价
5. Ship detection with SAR: Modelling, designing and real data validation [D] . Iervolino, Pasquale. 2016

机译：带SAR的船舶检测：建模，设计和实际数据验证
6. Ship Detection in Gaofen-3 SAR Images Based on Sea Clutter Distribution Analysis and Deep Convolutional Neural Network [O] . Quanzhi An, Zongxu Pan, Hongjian You 2018

机译：基于海杂波分布分析和深度卷积神经网络的高分3号SAR图像舰船检测
7. Performance Analysis of Ship Wake Detection on Sentinel-1 SAR Images [O] . Graziano, MARIA DANIELA, Grasso, Marco, D'Errico, Marco 2017

机译：sentinel-1 saR图像舰船尾迹检测性能分析
8. Threshold detection of radar signals off the sea surface in non-Gaussian clutter and deterministic interference: II - statistical analysis of ROI surface data [R] . Middleton, D. 1996

机译：非高斯杂波中海面雷达信号的阈值检测和确定性干扰：II - ROI表面数据的统计分析

Analysis of Sea Clutter Distribution and Evaluation of Ship Detection Performance for Sentinel-1 SAR Data

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