• Laser & Optoelectronics Progress
  • Vol. 59, Issue 8, 0820002 (2022)
Haoyu Li, Yunjie Yang, Hao Yang, and Yu Fang*
Author Affiliations
  • School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai 201620, China
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    DOI: 10.3788/LOP202259.0820002 Cite this Article Set citation alerts
    Haoyu Li, Yunjie Yang, Hao Yang, Yu Fang. Three-Dimensional Circular Hole Recognition Algorithm Based on Point Cloud Normal and Projection Fusion[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0820002 Copy Citation Text show less
    Establishment of grid component point cloud model
    Fig. 1. Establishment of grid component point cloud model
    Schematic diagram of algorithm
    Fig. 2. Schematic diagram of algorithm
    3D point cloud scanning detection system
    Fig. 3. 3D point cloud scanning detection system
    Edge extraction of grid hole. (a) Before edge extraction; (b) after edge extraction
    Fig. 4. Edge extraction of grid hole. (a) Before edge extraction; (b) after edge extraction
    Comparison between RANSAC and the proposed algorithm. (a) Scattered edge points based on RANSAC algorithm; (b) scattered edge points based on proposed algorithm; (c) circular fitting effect based on RANSAC algorithm; (d) circular fitting effect based on proposed algorithm; (e) display of the circle center extracted based on RANSAC algorithm in two-dimensional space; (f) display of the circle center extracted based on proposed algorithm in two-dimensional space; (g) display of circle center extracted based on RANSAC algorithm in three-dimensional space; (h) display of circle center extracted based on RANSAC algorithm in three-dimensional space
    Fig. 5. Comparison between RANSAC and the proposed algorithm. (a) Scattered edge points based on RANSAC algorithm; (b) scattered edge points based on proposed algorithm; (c) circular fitting effect based on RANSAC algorithm; (d) circular fitting effect based on proposed algorithm; (e) display of the circle center extracted based on RANSAC algorithm in two-dimensional space; (f) display of the circle center extracted based on proposed algorithm in two-dimensional space; (g) display of circle center extracted based on RANSAC algorithm in three-dimensional space; (h) display of circle center extracted based on RANSAC algorithm in three-dimensional space
    Line widthDirectionSampling frequencyPoint distance
    16 mmy-axis direction100 Hz0.004 mm
    Table 1. Line laser fixing parameters
    x-axis unit speedPositive direction of x-axis movementy-axis unit speedPositive direction of y-axis movement
    0.4 mm/sfrom far to near0.16 mm/sfrom left to right
    Table 2. Parameters of mobile slide
    Haoyu Li, Yunjie Yang, Hao Yang, Yu Fang. Three-Dimensional Circular Hole Recognition Algorithm Based on Point Cloud Normal and Projection Fusion[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0820002
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