High precision measurement and 3-D reconstruction of non-cooperative spacecraft based on binocular vision | |
Hu, Guoliang1,2; Zhou, Zuofeng1![]() ![]() | |
2018 | |
会议名称 | 10th International Conference on Digital Image Processing, ICDIP 2018 |
会议录名称 | Tenth International Conference on Digital Image Processing, ICDIP 2018 |
卷号 | 10806 |
会议日期 | 2018-05-11 |
会议地点 | Shanghai, China |
出版者 | SPIE |
产权排序 | 1 |
摘要 | In this paper, we propose an automatic method for high precision measurement and 3D reconstruction of non-cooperative spacecraft based on binocular vision. The Zhengyou Zhang's calibration method was implemented to calibrate the camera's internal and external parameters; the 8-point algorithm was adopted to compute the fundamental and essential matrix between the cameras; we got the relative position of binocular camera by the method of the SVD of essential matrix; a stereo matching algorithm depending on the Semi-Global Matching was adopted for disparity map. Subsequently, the cloud information of world points was calculated through least square method. In our experiment, a complex outdoor scene was used. We made a satellite model which has the same size of the real one. To get the accurate position and angle of the spacecraft, the ellipse marks on the spacecraft was exacted effectively under three constraints. The experimental results show that the spacecraft model can be reconstructed accurately by our method. The method contributes the error rate of 1% for the test length and 3% for the test angle in 1 meter. © 2018 SPIE. |
关键词 | Binocular Vision Calibration 3d Reconstruction |
作者部门 | 动态光学成像研究室 |
DOI | 10.1117/12.2503049 |
收录类别 | EI ; CPCI |
ISBN号 | 9781510621992 |
语种 | 英语 |
ISSN号 | 0277786X;1996756X |
WOS记录号 | WOS:000452819600121 |
EI入藏号 | 20183605779181 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/30606 |
专题 | 飞行器光学成像与测量技术研究室 |
作者单位 | 1.Xi'an Institute of Optics and Precision Mechanics of CAS, Xinxi Road No17, Xi'an; 710119, China; 2.University of Chinese Academy of Sciences, Beijing; 100049, China |
推荐引用方式 GB/T 7714 | Hu, Guoliang,Zhou, Zuofeng,Cao, Jianzhong,et al. High precision measurement and 3-D reconstruction of non-cooperative spacecraft based on binocular vision[C]:SPIE,2018. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
High precision measu(449KB) | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 |
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