Chinese Optics, Volume. 16, Issue 3, 663(2023)

3D reconstruction method based on a rotating 2D laser scanner and multi-sensor

Xin-rong ZHANG1、*, Xin WANG1、*, Yao WANG2, and Gao-feng XIANG3
Author Affiliations
  • 1Key Laboratory of Road Construction Technology and Equipment of Ministry of Education, Chang’an University, Xian 710064, China
  • 2China Railway Construction Heavy Industry Group Co., Ltd, Changsha 410000, China
  • 3College of Computer and Software, Nanjing University of Information Technology, Nanjing 210044, China
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    Figures & Tables(18)
    Scanning principle of 2D laser scanner
    Scanning principle of 3D laser scanner
    Multi-view scanning method
    Position and attitude estimation
    Diagram of 3D reconstruction system
    Structure diagram of laser scanner motion device
    Scanning experimental circuit diagram
    Software program processing flow
    Principle of radius filter algorithm
    Experimental device
    (a) Original object and (b) it's point cloud image
    Filter results of point cloud data
    Point cloud data reduction results
    Comparison of measurement error rates before and after error correction
    Object reconstruction results of depth camera/IMU
    • Table 1. Categorizion of the point cloud according to V

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      Table 1. Categorizion of the point cloud according to V

      分类类别V′的取值区间
      1[0,0.003)
      2[0.003,0.004)
      3[0.004,0.008)
      4[0.008,0.016)
      5[0.016,0.032)
      6[0.032,0.064)
      7[0.064,1]
    • Table 2. Experimental measurement results

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      Table 2. Experimental measurement results

      测量次数实际距离(mm)误差修正前(mm)误差修正后(mm)
      1374389.6377.2
      2377396.5383.4
      3452471.8457.1
      4397414.4399.9
      5445465.5449.2
      6421439.5424.6
      7385404.2389.3
    • Table 3. Comparison of experimental results

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      Table 3. Comparison of experimental results

      测量次数实际距离 (mm) 本文方法 (mm) 深度相机的重建方法 (mm)
      1374377.2379.5
      2377383.4383.1
      3452457.1447.3
      4397399.9402.6
      5445449.2440.5
      6421424.6417.4
      7385389.3391.2
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    Xin-rong ZHANG, Xin WANG, Yao WANG, Gao-feng XIANG. 3D reconstruction method based on a rotating 2D laser scanner and multi-sensor[J]. Chinese Optics, 2023, 16(3): 663

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    Paper Information

    Category: Original Article

    Received: Jul. 14, 2022

    Accepted: Nov. 11, 2022

    Published Online: May. 31, 2023

    The Author Email:

    DOI:10.37188/CO.2022-0159

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