Chinese Optics, Volume. 17, Issue 3, 572(2024)

A point cloud classification downsampling and registration method for cultural relics based on curvature features

Jing-yi ZHU1, Peng-cheng YANG1、*, Jie MENG1, Jin-jing ZHANG1, Jia-bao CUI2, and Yang DAI1
Author Affiliations
  • 1School of Mechanical and Electrical Engineering, Xi'an Polytechnic University, Xi’an 710048, China
  • 2Institute of Archaeology, Chinese Academy of Social Sciences, Beijing 100101, China
  • show less
    References(27)

    [2] ZHANG R, LUO Y L, ZHOU M Q. The key technology in digital cultural relics[J]. Journal of Beijing Normal University (Natural Science), 43, 150-153(2007).

    [3] CHEN H, MA SH W, NUECHTER A. Non-synchronous point cloud algorithm for 3D reconstruction based on laser scanning and SFM[J]. Chinese Journal of Scientific Instrument, 37, 1148-1157(2016).

    [4] WANG R, LI J SH, LIU L X. Registration of point clouds based on geometric properties[J]. Journal of East China University of Science and Technology (Natural Science Edition), 35, 768-773(2009).

    [13] ZHANG B, XIONG CH B. Automatic point cloud registration based on voxel downsampling and key point extraction[J]. Laser & Optoelectronics Progress, 57, 041008(2020).

    [14] [14] GARL M, HECKBERT P S. Surface simplification using quadric err metrics[C]. Proceedings of the 24th Annual Conference on Computer Graphics Interactive Techniques, ACM, 1997: 209216.

    [15] [15] SU H, JAMPANI V, SUN D Q, et al. SPLAT: sparse lattice wks f point cloud processing[C]. Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, IEEE, 2018: 25302539.

    [24] WEI L, WAN SH, WANG ZH CH. Optimization method for level of detail of lossless point cloud compression[J]. Journal of Xi'an Jiaotong University, 55, 88-96(2021).

    [26] DAI J L, CHEN ZH Y, YE X Z. The application of ICP algorithm in point cloud alignment[J]. Journal of Image and Graphics, 12, 517-521(2007).

    CLP Journals

    [1] Si-hao YU, Shao-yan GAI, Fei-peng DA. Improved RANSAC hypothesis evaluation metrics for point cloud registration[J]. Chinese Optics, 2025, 18(3): 487

    Tools

    Get Citation

    Copy Citation Text

    Jing-yi ZHU, Peng-cheng YANG, Jie MENG, Jin-jing ZHANG, Jia-bao CUI, Yang DAI. A point cloud classification downsampling and registration method for cultural relics based on curvature features[J]. Chinese Optics, 2024, 17(3): 572

    Download Citation

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

    Category: Original Article

    Received: Jul. 11, 2023

    Accepted: --

    Published Online: Jul. 31, 2024

    The Author Email:

    DOI:10.37188/CO.2023-0115

    Topics