Laser & Optoelectronics Progress, Volume. 62, Issue 2, 0215006(2025)

KD-Tree-Guided Surface-Curvature-Driven SteelBillet Point-Cloud Simplification Algorithm

Zichao Chen1,2、*, Wen Ren2,3, and Long Wu2,3
Author Affiliations
  • 1School of Mechanical and Electronic Engineering, Fujian Agriculture and Forestry University,Fuzhou 350002, Fujian , China
  • 2Key Laboratory of Equipment Intelligence Control of Fujian Province, Sanming University,Sanming 365004, Fujian China
  • 3College of Mechanical and Electrical Engineering, Sanming University, Sanming 365004, Fujian , China
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    References(21)

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    [13] Cao S, Zhao X F, Ma W. A simplification method of point cloud data of industrial components based on surface variation[J]. Bulletin of Surveying and Mapping, 20-24(2018).

    [15] Lou L. Research on simplification algorithm of 3D laser scanning point and cloud data[D], 70-77(2017).

    [17] Li W J, Zhong Y X, Yuan C L et al. Curvature estimation arithmetic for scatted data point cloud in surface reconstruction[J]. Machinery Design & Manufacture, 43-45(2006).

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    [20] Li F X, Rao Y H, Liu C et al. Point cloud simplification based on angle between normal[J]. Journal of System Simulation, 24, 1980-1983, 1987(2012).

    [21] ZhangZ H, GuanY L. Research on quality evaluation of point cloud data reduction algorithm for ground 3D laser scanning[J]. Jiangxi Science, 41, 393-399(2023).

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    Zichao Chen, Wen Ren, Long Wu. KD-Tree-Guided Surface-Curvature-Driven SteelBillet Point-Cloud Simplification Algorithm[J]. Laser & Optoelectronics Progress, 2025, 62(2): 0215006

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    Paper Information

    Category: Machine Vision

    Received: Apr. 28, 2024

    Accepted: Jun. 3, 2024

    Published Online: Jan. 6, 2025

    The Author Email:

    DOI:10.3788/LOP241190

    CSTR:32186.14.LOP241190

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