Chinese Optics, Volume. 17, Issue 5, 1112(2024)

Segmentation method for enhanced features in automatic registration of triangular mesh model of mechanical parts

Zhi-hui WU, Li-zhong WANG*, Jin LIANG, Chun-yuan GONG, Feng ZHU, Zhi-wen CHANG, and Jian-ning XÜ
Author Affiliations
  • State Key Laboratory for Manufacturing Systems Engineering, College of Mechanical Engineering, Xi’an Jiaotong University, Xi’an 710049, China
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    Figures & Tables(19)
    The triangular mesh model used in this paper
    The relationship between seed and H distance
    (a) Local triangular mesh and (b) abstract graph structur used in this paper
    Schematic diagram of seed point
    Schematic diagrams of (a) distance from triangular patch points to projection points and (b) distance from point to agent plane
    Schematic diagrams (a) before and (b) after boundary smoothing
    Schematic diagram of isolated triangular patch
    Boundary extraction results
    (a) Source triangular mesh model and (b) the low-resolution triangular mesh model obtained through simplification algorithms such as edge collapsing
    Segmentation results of fandisk model in two views
    Schematic diagram of revolving body ignoring feature
    Center diagram of the split patch
    Coarse registration deviation chromatogram
    Schematic diagram of the overall process
    Photo of hardware equipment
    Multiple model segmentation results
    (a) Rand index and (b) Hamming distance
    Registration models
    • Table 1. RMSE and time-consuming results of automatic registration

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      Table 1. RMSE and time-consuming results of automatic registration

      模型序号模型面片数量特征描述子方法RMSE(mm)本文方法RMSE(mm)特征描述子方法耗时/s本文方法耗时/s
      174017660.6950.24983.4329.76
      2349460.0020.0026.730.13
      3147642420.3870.386197.4650.48
      429686649\0.296\113.42
      5132623620.4730.473208.3247.32
      619200090.2540.25326.547.75
      717944860.0860.08530.668.47
      844189640.8580.37550.3715.93
      950816280.5720.57263.2018.62
      10131362770.4180.418147.8146.68
      均值91501330.4160.31190.5033.86
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    Zhi-hui WU, Li-zhong WANG, Jin LIANG, Chun-yuan GONG, Feng ZHU, Zhi-wen CHANG, Jian-ning XÜ. Segmentation method for enhanced features in automatic registration of triangular mesh model of mechanical parts[J]. Chinese Optics, 2024, 17(5): 1112

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    Paper Information

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    Received: Dec. 18, 2023

    Accepted: Feb. 28, 2024

    Published Online: Dec. 31, 2024

    The Author Email:

    DOI:10.37188/CO.2023-0225

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