Laser & Optoelectronics Progress, Volume. 58, Issue 4, 0415008(2021)

Registration and Optimization Algorithm of Key Points in Three-Dimensional Point Cloud

Tao Song1,2、*, Libo Cao1,3、*, Mingfu Zhao1,2, Shuai Liu1, Yuhang Luo1, and Xin Yang1
Author Affiliations
  • 1College of Electrical and Electronic Engineering, Chongqing University of Technology, Chongqing 400054, China
  • 2Elevator Intelligent Operation and Maintenance Chongqing Universities Engineering Center, Chongqing 402260, China
  • 3Optical Fiber Sensing and Photoelectric Detection Chongqing Key Laboratory, Chongqing 400054, China
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    References(26)

    [7] Rusu R B, Marton Z C, Blodow N et al. Learning informative point classes for the acquisition of object model maps[C]∥2008 10th International Conference on Control, Automation, Robotics and Vision, December 17-20, 2008, Hanoi, Vietnam., 643-650(2008).

    [8] Rusu R B, Blodow N, Marton Z C et al. Aligning point cloud views using persistent feature histograms[C]∥2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, September 22-26, 2008, Nice, France., 3384-3391(2008).

    [9] Rusu R B, Blodow N, Beetz M. Fast point feature histograms (FPFH) for 3D registration[C]∥2009 IEEE International Conference on Robotics and Automation, May 12-17, 2009, Kobe, Japan., 3212-3217(2009).

    [12] Shen B W, Yin F, Chou W S. A 3D modeling method of indoor objects using kinect sensor[C]∥2017 10th International Symposium on Computational Intelligence and Design (ISCID), December 9-10, 2017, Hangzhou, China., 64-68(2017).

    [13] 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).

    [14] Chen Y, Medioni G. Object modelling by registration of multiple range images[J]. Image and Vision Computing, 10, 145-155(1992).

    [16] Demarsin K, Vanderstraeten D, Volodine T et al. Detection of closed sharp edges in point clouds using normal estimation and graph theory[J]. Computer-Aided Design, 39, 276-283(2007).

    [19] Yang J D, Sun L M, Shao Y J et al. Efficient iterative closest point localisation algorithm for autonomous robots[J]. Journal of Mechanical Engineering, 54, 15-20, 30(2018).

    [22] Yamakawa S, Shimada K. Polygon crawling: feature-edge extraction from a general polygonal surface for mesh generation[M]. ∥Hanks B.W, et al. Proceedings of the 14th International Meshing Roundtable. Berlin, Heidelberg: Springer-Verlag, 257-274(2005).

    [23] Daniels J I, Ha L K, Ochotta T et al. Robust smooth feature extraction from point clouds[C]∥IEEE International Conference on Shape Modeling and Applications(2007).

    [24] Park M K, Lee S J, Lee K H. Multi-scale tensor voting for feature extraction from unstructured point clouds[J]. Graphical Models, 74, 197-208(2012).

    [25] Ho H T, Gibbins D. Curvature-based approach for multi-scale feature extraction from 3D meshes and unstructured point clouds[J]. IET Computer Vision, 3, 201-212(2009).

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    Tao Song, Libo Cao, Mingfu Zhao, Shuai Liu, Yuhang Luo, Xin Yang. Registration and Optimization Algorithm of Key Points in Three-Dimensional Point Cloud[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0415008

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    Paper Information

    Category: Machine Vision

    Received: Jul. 4, 2020

    Accepted: Aug. 13, 2020

    Published Online: Feb. 22, 2021

    The Author Email: Song Tao (easton.cao@foxmail.com), Cao Libo (easton.cao@foxmail.com)

    DOI:10.3788/LOP202158.0415008

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