Ship Recognition from High Resolution Remote Sensing Imagery Aided by Spatial Relationship

摘要：

Target recognition is of great importance for information extraction from high resolution remote sensing image. As an important kind of man-made objects, ship recognition is a key point to many applications, such as vessel monitoring and marine traffic. As spatial relationship is invariant to topology change, a method of ship recognition from high resolution remote sensing imagery aided by spatial relationship is proposed and implemented. The method includes four critical steps: water segmentation, potential ship detection, seed growing and result creation. Experiments show that this method is robust to object position, orientation, scale, and intensity, and achieve a high accuracy of ship recognition.

关键词： Ship Recognition Spatial Relationship High Resolution Remote Sensing

作者: Wei Wu Jiancheng Luo Cheng Qiao Zhanfeng Shen

作者单位: Institute of Remote Sensing Application,Chinese Academy of Sciences Beijing,China 100101

会议类型: 国际会议

会议名称: 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services(第一届空间数据挖掘与地理知识服务国际学术会议 ICSDM 2011)

会议地点: 福州

会议语种:英文

页码: 567-569

在线出版日期: 2011-06-29（万方平台首次上网日期，不代表论文的发表时间）