基于特征的SAR遥感图像港口检测方法

陈琪; 陆军; 赵凌君; 匡纲要

doi:10.3724/SP.J.1146.2010.00079

基于特征的SAR遥感图像港口检测方法

doi: 10.3724/SP.J.1146.2010.00079

基金项目:

国家自然科学基金(60772045)资助课题

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- 被引次数: 0
出版历程
- 收稿日期: 2010-01-22
- 修回日期: 2010-06-15
- 刊出日期: 2010-12-19

Harbor Detection Method of SAR Remote Sensing Images Based on Feature

摘要

摘要: 遥感图像中港口检测是遥感海洋应用研究的重要方面。快速、准确地检测港口将大大提高遥感图像的自动解译能力。该文通过研究港口目标配置，从港口功能特征出发建立了港口特征模型，并在此基础上提出了一种基于特征的遥感图像港口检测方法。首先根据港口的几何特征、拓扑特征完成港口突堤的提取与筛选，然后根据港口的上下文特征、几何特征，选择突堤特征点并计算特征点间岸线封闭性，最后根据封闭性准则完成港口检测。实验结果表明，相对于已有的港口检测方法，新方法具有港口检测正确、轮廓完整、检测率高、运算速度快等特点。
- 遥感图像处理 /
- 港口检测 /
- 特征模型 /
- 封闭性准则
Abstract: Harbor detection is an important aspect for remote sensing ocean application research. Fast and accurate harbor detection can greatly improve the ability of automatic interpretation for remote sensing image. By having a detailed research on harbor object disposal, this paper establishes harbor feature model, and proposes a harbor detection method of remote sensing images based on feature. First, extraction and discrimination of harbor jetty are performed in the instruction of geometric features and topologic features belonging to harbor. Then, the jetty key points are selected and the coastline closure between key points is calculated according to the contextual and geometric features of harbor. Finally, harbor detection is finished in the guidance of closure principle. Compared with an existing harbor detection algorithm, the experiments show that novel method has a whole harbor detection, high detection ratio and fast operation.
- Remote sensing image processing /
- Harbor detection /
- Feature model /
- Closure principle

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参考文献(1)

朱兵，李金宗，陈爱军. 基于知识的快速港口识别[J].计算机应用.2006, 26(3):729-732Zhu Bing, Li Jin-zong, and Chen Ai-jun. Fast knowledge based recognition of harbor target[J]. Computer Applications, 2006, 26(3): 729-732.[2]Li Y and Peng J. Feature extraction and recognition of harbor contour[J].SPIE.2001, 4550:234-238[3]周拥军，朱兆达，丁全心. 遥感图像中港口目标识别技术[J]. 南京航空航天大学学报, 2008, 40(3): 350-353.Zhou Yong-jun, Zhu Zhao-da and Ding Quan-xin. Port target recognition of remote sensing image[J].Journal of Nanjing University of Aeronautics Astronautics.2008, 40(3):350-353[4]张志龙. 基于遥感图像的重要目标特征提取与识别方法研究[D]. [博士论文], 国防科技大学, 2005.[5]Zhang Zhi-long. Research on feature extraction and recognition of important target based on remote sensing image[D]. [Ph.D. dissertation], National University of Defense Technology, 2005.[6]邢坤，付宜利. 基于内港区域的港口目标识别[J].电子与信息学报.2009, 31(6):1275-1278浏览[7]Xing Kun and Fu Yi-li. Harbor target recognition based on[8]inside region[J].[J]. Journal of Electronics Information Technology.2009,31(6):1275-[9]Zhu Bing, Li Jin-zong, and Cheng Ai-jun. Knowledge based recognition of harbor target[J].Journal of Systems Engineering and Electronics.2006, 17(4):755-759[10]魏军伟. 遥感图像中港口目标检测研究与实现[D]. [硕士论文],西安电子科技大学, 2007.[11]Wei Jun-wei. Research and implement of harbor detection in remote sensing image[D]. [MA. dissertation], Xidian University, 2007.[12]吴建华. 遥感图像中港口识别与毁伤分析研究[D]. [硕士论文] 南京理工大学, 2005.Wu Jian-hua. Research of harbor recognition and damage analysis in remote sensing image[D]. [MA. Dissertation] Nanjing University of Science Technology, 2005.[13]刘理华，白鹏飞，徐勇. 遥感图像中港口水域的检测方法[J]. 舰船电子工程, 2008, 28(9): 37-39.Liu Li-hua, Bai Peng-fei, and Xu Yong. Method of detecting water area in harbor in remote sensing image[J]. Ship Electronic Engineering, 2008, 28(9): 37-39.

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