Infrared and Laser Engineering, Volume. 50, Issue 12, 20210088(2021)

Multi-source point cloud registration method based on automatically calculating overlap

Xin Li, Site Mo*, Hua Huang, and Shiji Yang
Author Affiliations
  • College of Electrical Engineering, Sichuan University, Chengdu 610065, China
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    References(20)

    [1] Du Ruijian, Ge Baozhen, Chen Lei. Texture mapping of multi-view high-resolution images and binocular 3D point clouds[J]. Chinese Optics, 13, 1055-1064(2020).

    [2] Qiao Yujing, Jia Baoming, Jiang Jingang. et al. Networking method of multi-view stereo-vision measurement network[J]. Infrared and Laser Engineering, 49, 20190492(2020).

    [3] Besl P J, Mckay N D. A method for registration of 3-D shapes[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 239-256(1992).

    [4] Wang Bin, Liu Lin, Hou Yuqing, et al. Three-dimensional cardiac point registration by improved iterative closet point method[J]. Optics and Precision Engineering, 28, 474-484(2020).

    [5] Wang Shuai, Sun Huayan, Guo Huichao. Overlapping region extraction method for laser point clouds registration[J]. Infrared and Laser Engineering, 46, S126002(2017).

    [6] Chetverikov D, Stepanov D, Krsek P. Robust euclidean alignment of 3D point sets: the trimmed iterative closest point algorithm[J]. Image and Vision Computing, 23, 299-309(2005).

    [7] Dai Jinglan, Chen Zhiyang, Ye Xiuzi. The application of ICP algorithm in point ploud alignment[J]. Journal of Image and Graphics, 12, 517-521(2007).

    [8] Zhong Ying, Zhang Meng. Automatic registration technology of point cloud based on improved ICP algorithm[J]. Control Engineering of China, 21, 37-40(2014).

    [9] Zuo Chao, Lu Min, Tan Zhiguo, et al. A novel algorithm for registration of point clouds[J]. Chinese Journal of Lasers, 39, 1214004(2012).

    [10] Chen Jie, Cai Yong, Zhang Jiansheng. Point cloud registration based on entropy criterion genetic algorithm[J]. Application Research of Computers, 36, 316-320(2019).

    [11] Feng Ming, Yang Minglong, Xia Yonghua, et al. 3D modeling of high-steep cliffs combining with 3D laser scanning and oblique photogrammetry[J]. Science of Surveying and Mapping, 45, 99-107, 122(2020).

    [12] Cao Minglan, Li Yadong, Feng Haiying, et al. 3D forest landscape modeling with the combination of oblique photography and laser scanner technique[J]. Journal of Central South University of Forestry & Technology, 39, 10-15, 33(2019).

    [13] Magnusson M, Lilienthal A, Duckett T. Scan registration for autonomous mining vehicles using 3D-NDT[J]. Journal of Field Robotics, 24, 803-827(2010).

    [14] Han Quanxian, Zhu Qing, Ding Yulin, et al. Precise registration of scattered cloud data based on the particle swarm optimization[J]. Geomatices and Information Science of Wuhan University, 39, 1214-1220(2014).

    [15] Aiger D, Mitra N J, Cohen-Or D. 4-points congruent sets for robust pairwise surface registration[J]. ACM Transactions on Graphics, 27, 1-10(2008).

    [16] [16] Rusinkiewicz S, Levoy M. Efficient variants of the ICP algithm[C]Proceedings Third International Conference on 3D Digital Imaging Modeling, 2001: 145–152.

    [17] Zhao Fuqun, Zhou Mingquan. Hierarchical point cloud denosing algorithm[J]. Optics and Precision Engineering, 28, 1618-1625(2020).

    [18] Pomerleau F, Colas F, Siegwart R, et al. Comparing ICP variants on real-world data sets[J]. Autonomous Robots, 34, 133-148(2013).

    [19] Zong Wenpeng, Li Guangyun, Li Minglei. A survey of laser scan matching methods[J]. Chinese Optics, 11, 914-930(2018).

    [20] Wang Jiajing, Wang Xiaonan, Zheng Shunyi, et al. Comparison and analysis of initial registration methods of 3D point cloud[J]. Science of Surveying and Mapping, 43, 16-23(2018).

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    Xin Li, Site Mo, Hua Huang, Shiji Yang. Multi-source point cloud registration method based on automatically calculating overlap[J]. Infrared and Laser Engineering, 2021, 50(12): 20210088

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    Paper Information

    Category: Lasers & Laser optics

    Received: Feb. 4, 2021

    Accepted: --

    Published Online: Feb. 9, 2022

    The Author Email: Site Mo (mosite@126.com)

    DOI:10.3788/IRLA20210088

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