APPLIED LASER, Volume. 44, Issue 1, 144(2024)

Research on Simplification Method of Point Cloud Feature Preservation

Liu Yang1, Gao Lei2、*, Wu Xuequn1, and Tian Ying1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(14)

    [3] [3] SUN W, BRADLEY C, ZHANG Y F, et al. Cloud data modelling employing a unified, non-redundant triangular mesh[J]. Computer-Aided Design, 2001, 33(2): 183-193.

    [6] [6] KIM S J, KIM C H, LEVIN D. Surface simplification using a discrete curvature norm[J]. Computers & Graphics, 2002, 26(5): 657-663.

    [7] [7] CHEN Z W, DA F P. 3D point cloud simplification algorithm based on fuzzy entropy iteration[J]. Acta Optica Sinica, 2013, 33(8): 0815001.

    [8] [8] CHEN Y H, NG C T, WANG Y Z. Data reduction in integrated reverse engineering and rapid prototyping[J]. International Journal of Computer Integrated Manufacturing, 1999, 12(2): 97-103.

    [9] [9] ZHAO P C, WANG Y, HU Q W. A feature preserving algorithm for point cloud simplification based on hierarchical clustering[C]//2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Beijing, China. IEEE, 2016: 5581-5584.

    [10] [10] TURK G. Texture synthesis on surfaces[C]//Proceedings of the 28th annual conference on Computer graphics and interactive techniques. New York: ACM, 2001: 347-354.

    [14] [14] SONG H, FENG H Y. A global clustering approach to point cloud simplification with a specified data reduction ratio[J]. Computer-Aided Design, 2008, 40(3): 281-292.

    [15] [15] MARKOVIC V, JAKOVLJEVIC Z, MILJKOVIC Z. Feature sensitive three-dimensional point cloud simplification using support vector regression[J]. Tehnicki Vjesnik-Technical Gazette, 2019, 26(4): 985-994.

    [16] [16] LEAL N, LEAL E, GERMAN S T. A linear programming approach for 3D point cloud simplification[J]. IAENG International Journal of Computer Science, 2017, 44(1): 60-67.

    [17] [17] PUN T. A new method for grey-level picture thresholding using the entropy of the histogram[J]. Signal Processing, 1980, 2(3): 223-237.

    [18] [18] PAL N R, PAL K, KELLER J M, et al. A possibilistic fuzzy c-means clustering algorithm[J]. IEEE Transactions on Fuzzy Systems, 2005, 13(4): 517-530.

    [23] [23] KAZHDAN M, BOLITHO M, HOPPE H. Poisson surface reconstruction[C]//Proceedings of the Fourth Eurographics Symposium on Geometry Processing. Goslar: European graphic Association,2006, 61-70.

    Tools

    Get Citation

    Copy Citation Text

    Liu Yang, Gao Lei, Wu Xuequn, Tian Ying. Research on Simplification Method of Point Cloud Feature Preservation[J]. APPLIED LASER, 2024, 44(1): 144

    Download Citation

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

    Category:

    Received: Aug. 12, 2022

    Accepted: --

    Published Online: Jun. 4, 2024

    The Author Email: Lei Gao (1123393837@qq.com)

    DOI:10.14128/j.cnki.al.20244401.144

    Topics