A Graph Matching and Energy Minimization Based Algorithm for Lunar Surface Image Mosaic
Li, Chuan; Liu, Zhi-Yong; Yang, Xu; Qiao, Hong; Liu, Chuan-Kai; Liu, ZY
2015
会议名称1st Chinese Conference on Computer Vision (CCCV)
会议录名称COMPUTER VISION, CCCV 2015, PT I
会议日期SEP 18-20, 2015
会议地点Xidian Univ, Sch Comp Sci & Technol, Xian, PEOPLES R CHINA
摘要This paper concerns the problem of lunar surface image mosaic, including both image registration andimage stitching procedures. A wide viewing composite obtained by mosaic technique plays an important role in many lunar rover's operations. Considering particular characters in lunar surfaceimages, such as large geometrical deformations, significant illumination differences and repeated patterns, previous image mosaic techniques often fail to create a qualified composite. In this paper, anovel algorithm is introduced to tackle the lunar surface image mosaic problem. Specifically, in theimage registration procedure, to deal with the misregistration problem caused by large geometrical deformation and repeated patterns, structural information is introduced to solve the feature correspondence by formulating it as a graph matching problem. In the image stitching procedure, anenergy minimization method is proposed based on the graduated nonconvexity and concavity procedure (GNCCP), to handle the visible seams caused by illumination differences and ghosting problem caused by large parallax in the overlapped area. Comparative experiments on real lunar surfaceimages acquired by Yutu rover and Apollo image gallery validate the effectiveness of the proposed method.
关键词Lunar Image Mosaic Graph Matching Energy Minimization Gnccp
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/12863
专题复杂系统管理与控制国家重点实验室_机器人理论与应用
通讯作者Liu, ZY
推荐引用方式
GB/T 7714
Li, Chuan,Liu, Zhi-Yong,Yang, Xu,et al. A Graph Matching and Energy Minimization Based Algorithm for Lunar Surface Image Mosaic[C],2015.
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