Laser & Optoelectronics Progress, Volume. 62, Issue 10, 1015012(2025)

Accurate Extraction of Rivet Unevenness Based on Point Cloud Dimensionality Reduction

Hao Wu1, Shuanggao Li1, Xiaomei He2, Xuetao Zhang2, Anbing Sun2, Xiang Huang1, and Guoyi Hou1、*
Author Affiliations
  • 1College of Mechanical & Electrical Engineering, Nanjing University of Aeronautics & Astronautics, Nanjing 210016, Jiangsu , China
  • 2Changcheng Institute of Metrology and Measurement, Beijing 100095, China
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    References(20)

    [3] Xing X L, Gan W B, Jiang C G. Technology of size detection of air rivets based on machine vision[J]. Acta Metrologica Sinica, 41, 518-523(2020).

    [4] Wang D Z, Huang X, Li S G et al. Rivet flatness measurement method based on binocular multi-line structured light[J]. Aeronautical Manufacturing Technology, 64, 57-65(2021).

    [9] Qiu Y L. Surface defect detection based on line-structured laser scanning[D](2020).

    [10] Liu X B, Hou L, Luo L et al. 3D point cloud dimension reduction method based on KNN algorithm[J]. Modular Machine Tool & Automatic Manufacturing Technique, 60-64, 69(2020).

    [14] Wang Y, Zhang P, Zhong Z B et al. 3D inspection of chemical milling contour for aircraft thin-walled parts based on point cloud dimensionality reduction[J]. Acta Aeronautica et Astronautica Sinica, 46, 430718(2025).

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    Hao Wu, Shuanggao Li, Xiaomei He, Xuetao Zhang, Anbing Sun, Xiang Huang, Guoyi Hou. Accurate Extraction of Rivet Unevenness Based on Point Cloud Dimensionality Reduction[J]. Laser & Optoelectronics Progress, 2025, 62(10): 1015012

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    Paper Information

    Category: Machine Vision

    Received: Oct. 22, 2024

    Accepted: Nov. 26, 2024

    Published Online: May. 9, 2025

    The Author Email: Guoyi Hou (hou_gy@nuaa.edu.cn)

    DOI:10.3788/LOP242142

    CSTR:32186.14.LOP242142

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