Accurate mesh-based alignment for ground and aerial multi-view stereo models
Zhou Y(周洋)1,2; Shen SH(申抒含)1,2; Gao X(高翔)1,2; Hu ZY(胡占义)1,2
2017-09
会议日期2017-9-14~17
会议地点Beijing, China
关键词Skeleton Facet Set Model Alignment Mesh Correspondence
英文摘要

We propose a method for accurate alignment of ground and aerial multi-view stereo (MVS) models. We achieve this goal by reconstructing the surface meshes from MVS point clouds generated by aerial and ground images respectively, and then iteratively removing the gap between them. The key issue is how to establish reliable correspondences between two meshes. To address this issue, we introduce a new set called the skeleton facet set (SFS) to represent the locally smooth part on the mesh, and then compute the transformation matrix by comparing the depths of the facets in SFS between aerial and ground models. Experimental results show that the proposed method is able to yield accurate alignment results and is robust to noise as well.

语种英语
内容类型会议论文
源URL[http://ir.ia.ac.cn/handle/173211/23569]  
专题自动化研究所_模式识别国家重点实验室_机器人视觉团队
通讯作者Shen SH(申抒含)
作者单位1.中国科学院自动化研究所
2.中国科学院大学
推荐引用方式
GB/T 7714
Zhou Y,Shen SH,Gao X,et al. Accurate mesh-based alignment for ground and aerial multi-view stereo models[C]. 见:. Beijing, China. 2017-9-14~17.
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