Changchun Institute of Optics,Fine Mechanics and Physics,CAS
Real-time surface reconstruction based global camera pose optimization | |
Lin, Jin-Hua; Wang, Yan-Jie; Wang, Lu; Yao, Yu | |
2018 | |
发表期刊 | Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
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ISSN | 16715497 |
卷号 | 48期号:3页码:909-918 |
摘要 | An end-to-end online large-scale 3D scene reconstruction method is proposed. This method uses robustness to estimate the rotation attitude of the camera and constructs a hierarchical optimization framework for the fusion of depth data input. Then, the information of each frame is optimized according to the global pose of the camera, and the algorithm limits the target tracking time and completes real-time tracking of the frame. Experimental results show that the average time to reconstruct the algorithm reaches 399 ms and the average number of estimated Iterative Closest Point (ICP) times is 20, which needs 100 ms to complete each frame transformation. The system is robust to the reconstruction of large-scale scenes and has better real-time performance. This method is a real-time three-dimensional reconstruction system with corresponding sparseness, dense structure information and camera illustration uniformity. 2018, Editorial Board of Jilin University. All right reserved. |
关键词 | Surface reconstruction Cameras Computer applications Computer vision Image reconstruction Iterative methods Target tracking |
DOI | 10.13229/j.cnki.jdxbgxb20170146 |
收录类别 | EI |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ciomp.ac.cn/handle/181722/60784 |
专题 | 中国科学院长春光学精密机械与物理研究所 |
推荐引用方式 GB/T 7714 | Lin, Jin-Hua,Wang, Yan-Jie,Wang, Lu,et al. Real-time surface reconstruction based global camera pose optimization[J]. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition),2018,48(3):909-918. |
APA | Lin, Jin-Hua,Wang, Yan-Jie,Wang, Lu,&Yao, Yu.(2018).Real-time surface reconstruction based global camera pose optimization.Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition),48(3),909-918. |
MLA | Lin, Jin-Hua,et al."Real-time surface reconstruction based global camera pose optimization".Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) 48.3(2018):909-918. |
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