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一种遥感影像同名点密集匹配方法 被引量:6
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作者 王恺 陈世平 曾湧 《测绘科学》 CSCD 北大核心 2015年第4期141-146,共6页
针对在遥感相机检校、三维重建、信息提取、变化监测等应用中,都需要在影像中每隔若干个点、甚至是逐点寻找密集同名点的情况,该文将基于特征的方法和基于模板的方法相结合,提出一种新的高精度的密集同名点提取方法。将参考影像降采样... 针对在遥感相机检校、三维重建、信息提取、变化监测等应用中,都需要在影像中每隔若干个点、甚至是逐点寻找密集同名点的情况,该文将基于特征的方法和基于模板的方法相结合,提出一种新的高精度的密集同名点提取方法。将参考影像降采样为与遥感影像同一分辨率,然后使用SIFT算法提取粗精度同名点,建立全局几何模型,使用其将遥感影像每个像元及其邻域投影到参考影像,并以其为模板,应用优化相位匹配法获取高精度同名点。经实验验证,只要遥感影像和参考影像中相应区域的景物变化不大,该文方法可以有效地确定密集的高精度同名点对。 展开更多
关键词 密集同名 亚像元同名点 尺度不变特征变换 相位匹配 数字摄影测量
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Non-iterative image feature matching algorithm based on reference point correspondences 被引量:1
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作者 张维中 张丽艳 +2 位作者 王小平 丁志安 周玲 《Journal of Southeast University(English Edition)》 EI CAS 2007年第2期190-195,共6页
Based on the coded and non-coded targets, the targets are extracted from the images according to their size, shape and intensity etc., and thus an improved method to identify the unique identity(D) of every coded ta... Based on the coded and non-coded targets, the targets are extracted from the images according to their size, shape and intensity etc., and thus an improved method to identify the unique identity(D) of every coded target is put forward and the non-coded and coded targets are classified. Moreover, the gray scale centroid algorithm is applied to obtain the subpixel location of both uncoded and coded targets. The initial matching of the uncoded target correspondences between an image pair is established according to similarity and compatibility, which are based on the ID correspondences of the coded targets. The outliers in the initial matching of the uncoded target are eliminated according to three rules to finally obtain the uncoded target correspondences. Practical examples show that the algorithm is rapid, robust and is of high precision and matching ratio. 展开更多
关键词 reference points detection coded and non-coded target SUBPIXEL gray scale centroid point correspondence
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