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船载雷达遥感图像的油膜快速识别方法
引用本文:李博,潘新祥,徐进,马龙,王海霞.船载雷达遥感图像的油膜快速识别方法[J].海洋环境科学,2022,41(5):799-806.
作者姓名:李博  潘新祥  徐进  马龙  王海霞
作者单位:1.广东海洋大学 海运学院, 广东 湛江 524005
基金项目:国家自然科学基金项目(51709031,51979045);广东省自然科学基金-面上项目(基于多尺度特征联合匹配的船载雷达图像海上油膜语义分割方法,2022A1515011603);教育部产学合作协同育人项目(202101130021);广东海洋大学科研启动经费资助项目(岸船基雷达的港口群溢油协同监测技术)
摘    要:在溢油事故发生后,如何有效监测海上油膜是应急处置工作的重要保障。本文提出了一种船载导航雷达遥感图像的油膜快速识别方法:首先,采用垂直噪声检测算子与Otsu方法,提取原始图像中的同频干扰噪声;其次,应用线性内插平滑同频干扰噪声;再次,采用灰度调节矩阵与对比度受限自适应直方图均衡化方法,增强油膜区域内外的对比度;最后,对图...

关 键 词:溢油  船载雷达  直方图双峰法
收稿时间:2021-10-31

Fast oil film identification of shipborne radar remote sensing image
Bo LI,Xin-xiang PAN,Jin XU,Long MA,Hai-xia WANG.Fast oil film identification of shipborne radar remote sensing image[J].Marine Environmental Science,2022,41(5):799-806.
Authors:Bo LI  Xin-xiang PAN  Jin XU  Long MA  Hai-xia WANG
Institution:1.Maritime College, Guangdong Ocean University, Zhanjiang 524005, China
Abstract:After the oil spill accident, effective monitoring of offshore oil films is an important guarantee for emergency disposal. A fast oil film identification method of shipborne navigation radar remote sensing image is proposed here. Firstly, the vertical noise detection operator and Otsu method are used to extract the co-frequency interference noises in the original image. Next, linear interpolation is applied to smooth the co-frequency interference noises. Then, the gray adjustment matrix and Contrast Limited Adaptive Histogram Equalization method are used to enhance the contrast around the oil films. Finally, the histogram bimodal method is applied globally to extract offshore oil films quickly. Compared with other global adaptive threshold methods, histogram bimodal method has strong applicability in oil film identification. Compared with the local adaptive threshold method, the proposed method has faster efficiency. The successful application of the proposed method will provide rapid data support service for the real-time treatment of oil spills.
Keywords:
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