Laser & Optoelectronics Progress, Volume. 61, Issue 4, 0415001(2024)

Planar Point Cloud Registration and Relative Pose Control-Based Assembly Method of Industrial Parts

Boyan Wei, Hongzhi Du, Ying Zhang, Yongjie Ren, and Yanbiao Sun*
Author Affiliations
  • State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, Tianjin 300072, China
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    Figures & Tables(9)
    Robotic arm assembly flowchart
    Flowchart of point cloud registration correction
    Assemble experimental parts。(a) Assemblies; (b) base plate; (c) assembly results
    Binocular structured light system. (a) Overall structure diagram of the binocular structured light sensor; (b) structured light sensor internal connection diagram
    Robotic arm assembly experimental verification platform
    Point cloud registration results for different samples. (a) Assembly 1; (b) assembly 2; (c) assembly 3; (d) assembly 4; (e) assembly 5; (f) assembly 6; (g) assembly 7; (h) assembly 8; (i) assembly 9
    Assembly 3 point cloud registration repeatability experiment. (a) Experiment 1; (b) experiment 2; (c) experiment 3; (d) experiment 4; (e) experiment 5
    Experimental results. (a) Assembly point cloud registration results; (b) (c) real-world scene assembly results
    • Table 1. Assembly experiment results

      View table

      Table 1. Assembly experiment results

      Point cloud registration methodRobotic arm attitude(six-axis angle)Assembly serial numberPose control methodSuccess /TotalSuccess rate /%
      RANSAC+ICP(83.84,72.09,17.58,166.72,-29.04,127.08)1absolute1/1010
      relative3/1030
      5absolute1/1010
      relative2/1020
      (83.01,67.16,-0.21,-201.85,-28.11,216.89)1absolute0/100
      relative2/1020
      5absolute0/100
      relative3/1030
      Proposed method(83.84,72.09,17.58,166.72,-29.04,127.08)1absolute2/1020
      relative10/10100
      5absolute2/1020
      relative10/10100
      (83.01,67.16,-0.21,-201.85,-28.11,216.89)1absolute1/1010
      relative10/10100
      5absolute1/1010
      relative10/10100
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    Boyan Wei, Hongzhi Du, Ying Zhang, Yongjie Ren, Yanbiao Sun. Planar Point Cloud Registration and Relative Pose Control-Based Assembly Method of Industrial Parts[J]. Laser & Optoelectronics Progress, 2024, 61(4): 0415001

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    Paper Information

    Category: Machine Vision

    Received: Dec. 26, 2022

    Accepted: Feb. 6, 2023

    Published Online: Feb. 26, 2024

    The Author Email: Yanbiao Sun (yanbiao.sun@tju.edu.cn)

    DOI:10.3788/LOP223397

    CSTR:32186.14.LOP223397

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