Laser & Optoelectronics Progress, Volume. 62, Issue 2, 0211001(2025)

Region Growth Method Based on Boundary Characteristics for an Improved Poisson Surface Reconstruction Algorithm

Xiaoqi Ma1、*, Wenhua Ye1, Chaohong Zhang1, Weifang Chen1, and Jie Fu2
Author Affiliations
  • 1College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing , 210016, Jiangsu , China
  • 2Jiangsu Huahong Technology Stock Co., Ltd., Wuxi 214423, Jiangsu , China
  • show less
    Figures & Tables(13)
    Flow chart of Poisson algorithm
    Redundant surfaces generated by Poisson algorithm. (a) Reconstructed surface of chef model; (b) reconstructed surface of face model[13]
    Surface normal vector of point cloud
    Surface reconstruction of chef model based on Poisson algorithm and its surface rough segmentation effect. (a) Poisson reconstruction surface; (b) Poisson reconstruction grid; (c) surface rough segmentation
    Vector cross product determines inner and outer directions of points near boundary. (a) Enlarged local boundaries; (b) diagram of distinguishing inner and outer points by vector cross product of boundary
    Schematic diagram of ray discrimination
    Flowchart of improved Poisson algorithm
    Circular tube model reconstruction based on four algorithms. (a) GP3 algorithm; (b) MC algorithm; (c) traditional Poisson algorithm; (d) improved algorithm
    Chef model reconstruction based on four algorithms. (a) GP3 algorithm; (b) MC algorithm; (c) traditional Poisson algorithm; (d) improved algorithm
    Stainless steel scrap model reconstruction based on four algorithms. (a) GP3 algorithm; (b) MC algorithm; (c) traditional Poisson algorithm; (d) improved algorithm
    Spanner model reconstruction based on four algorithms. (a) GP3 algorithm;(b) MC algorithm; (c) traditional Poisson algorithm; (d) improved algorithm
    • Table 1. Accuracy and integrity of different reconstruction methods

      View table

      Table 1. Accuracy and integrity of different reconstruction methods

      AlgorithmAccuracy /mmCompletion /%
      GP34.35789.46
      MC4.59286.39
      Poisson2.70887.52
      Improved2.14692.71
    • Table 2. Comparison of reconstruction time of different methods

      View table

      Table 2. Comparison of reconstruction time of different methods

      ModelNumber of point cloudGP3 /sMC /sPoisson /sImproved /s
      Circular tube28965.35913.11511.58311.647
      Chef50928.35816.48017.50518.210
      Stainless steel scrap14222.51612.58310.07810.265
      Spanner12832.23810.42212.01011.793
    Tools

    Get Citation

    Copy Citation Text

    Xiaoqi Ma, Wenhua Ye, Chaohong Zhang, Weifang Chen, Jie Fu. Region Growth Method Based on Boundary Characteristics for an Improved Poisson Surface Reconstruction Algorithm[J]. Laser & Optoelectronics Progress, 2025, 62(2): 0211001

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Imaging Systems

    Received: Mar. 29, 2024

    Accepted: Jun. 12, 2024

    Published Online: Jan. 6, 2025

    The Author Email:

    DOI:10.3788/LOP240984

    CSTR:32186.14.LOP240984

    Topics