| 基于互信息的LIDAR与光学影像配准方法 |
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| 引用本文： | 邓非,杨海关,李丽英.基于互信息的LIDAR与光学影像配准方法[J].测绘科学,2009,34(6). |
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| 作者姓名： | 邓非 杨海关 李丽英 |
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| 作者单位： | 武汉大学测绘学院,武汉,430079 |
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| 基金项目： | 国家高技术研究发展计划(863计划) |
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| 摘 要： | 本章论述了基于互信息的是单幅影像与LIDAR数据的配准方法。本方案是基于两幅图像灰度值的配准方法,即利用LIDAR数据生成的强度图像,实现与航空影像的配准。虽然两种传感器得到图像的灰度值有较大差异,且不成线性关系,通过引入互信息,可以将穷举的搜索问题变成基于相似性测度函数的优化问题。实验表明互信息准则对于航空影像与LiDAR数据之间是有效的。
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| 关 键 词： | 配准 影像 LIDAR 互信息 |
3D reconstruction of old architecture by laser scanner and digital camera |
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| DENG Fei,YANG Hai-guan,LI Li-ying.3D reconstruction of old architecture by laser scanner and digital camera[J].Science of Surveying and Mapping,2009,34(6). |
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| Authors: | DENG Fei YANG Hai-guan LI Li-ying |
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| Abstract: | This paper describes an algorithm framework for automatic registration of airborne based laser scanning data (LIDAR)and optical images by using mutual information. The part on methodology describes aspects such as preprocessing of images, intensity value interpolation, optimization, adaptations to the mutual information measure, and different types of geometrical transformations. In addition to the theoretical method , the paper presents a experimental analysis based on the quality of fit of final alignment between the LIDAR and digital cameras. With the framework presented in this paper we can align laser scanned data and images in a more efficient and reliable way. |
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| Keywords: | LIDAR laser image LIDAR registration |
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