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| SIFT特征匹配旋转补偿的影像匹配方法 | |
| 引用本文： | 明洋,侯文广,吴颖丹. SIFT特征匹配旋转补偿的影像匹配方法[J]. 测绘科学, 2011, 36(3): 19-21 |
| 作者姓名： | 明洋 侯文广 吴颖丹 |
| 作者单位： | 1. 中交第二公路勘察设计研究院,武汉,430052;武汉大学遥感信息工程学院,武汉,430079 2. 华中科技大学,图像识别与人工智能研究所图像信息处理与智能控制教育部重点实验室,武汉,430074 3. 湖北工业大学理学院,武汉,430068 |
| 摘 要： | 本文针对较大旋转角度影像的匹配问题,提出一种基于SIFT特征匹配旋转补偿的影像匹配方法.即采用SIFT特征匹配方法估计影像问的旋转角度,对匹配窗口影像进行旋转补偿,最后采用带核线几何约束条件的相关系数法寻找同名点.在每层金字塔,采用带模型连接条件的相对定向来删除错误匹配点.通过对一组实际航摄影像进行试验,验证了所提出方... |
| 关 键 词： | 影像匹配 大旋转角 SIFT特征匹配 自动化 |
Image matching based on SIFT feature matching and rotation compensation |
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| MING Yang,HOU Wen-guang,WU Ying-dan. Image matching based on SIFT feature matching and rotation compensation[J]. Science of Surveying and Mapping, 2011, 36(3): 19-21 | |
| Authors: | MING Yang HOU Wen-guang WU Ying-dan |
| Affiliation: | ④(①CCCC Second Highway Consultants Co.Ltd,Wuhan 430052,China;②School of Remote Sensing and Information Engineering,Wuhan 430079,China;③Image Processing and Intelligent Control KeyLaboratory of Education Ministry of China,Institute of Pattern Recognition and Artificial Intelligence,Huazhong University of Scienceand Technology,Wuhan 430074,China;④School of Science,Hubei University of Technology,Wuhan 430068,China) |
| Abstract: | Aiming at the aerial digital imagery matching with large rotation,this paper proposed a matching method based on SIFT feature matching and rotation compensation.Firstly,it used the result of SIFT feature matching method to estimate the rotation angle between the images,then made rotation compensation to the matching window and adopted the geometrically constraint cross correlation algorithm to determine the conjugate points.In each pyramid level,relative orientation with model connection condition was carri... |
| Keywords: | image matching large rotation angle SIFT feature matching automation |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |