Optics and Precision Engineering, Volume. 25, Issue 1, 245(2017)

Point cloud adaptive simplification of feature extraction

LIU Ying... WANG Chao-yang, GAO Nan and ZHANG Zong-hua |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(19)

    [3] [3] WEIR D J, MILROY M J, BRADIEY C, et al.. Reverse engineering physical models employing wrap-around B-spline surfaces and quadrics [J]. Proceedings of the Institution of Mechanical Engineering, 1996, 210(22): 147-157.

    [4] [4] 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] XI W F, FANG Y M, LI SH, et al..A new research on data compression and simplify technology based on laser scanning point cloud [J].Engineering of Surveying and Mapping, 2012, 21(4): 38-40.(in Chinese)

    [7] [7] WAN J, JU L Y. Data reduction for reverse engineering [J].Journal of Shanghai University(Natural Science), 2004, 10(1): 26-29.(in Chinese)

    [8] [8] HUANG CH L, WU K, XIANG J.3D laser scanning point cloud data compression method [J]. Science of Surveying and Mapping, 2009, 34(2): 142-144.(in Chinese)

    [9] [9] XU G ZH, RUAN P. Point cloud boundary detection in preprocessor of optical-mechanical integrated simulation [J]. Infrared & Laser Engineering, 2016, 45(4): 252-257.(in Chinese)

    [10] [10] GE Y K, LI R, LI H L. Study of point cloud data reduction algorithm integrating space partition and curvature [J]. Application Research of Computers, 2012, 29(5): 1997-2000.(in Chinese)

    [11] [11] ZHOU Y, ZHANG W B, DU F R, et al.. Algorithm for reduction of scattered point cloud data based on curvature [J]. Transaction of Beijing Institute of Technology, 2010, 30(7): 785-789.(in Chinese)

    [13] [13] AMENTA N, BERN M, KAMVYSSELIS M. A new voronoi-based surface reconstruction algorithm [C]. Proceedings of the 25th Annual Conference on Computer Graphics and Interactive Techniques, 1998: 415-421.

    [14] [14] ANDERSSON M, GIESEN J, PAULY M, et al.. Bounds on the k-neighborhood for locally uniformly sampled surfaces [C]. Proc. of Symp on Point-Based Graphics, 2004: 167-171.

    [15] [15] WANG ZH F, YAN B, TONG L, et al.. Normal estimate method of point clouds based on adaptive neighbor size [J].Infrared & Laser Engineering, 2014, 43(4): 1322-1326.(in Chinese)

    [16] [16] LI B, CHENG ZH Q, DANG G, et al.. Survey on normal estimation for 3D point clouds [J]. Computer Engineering & Applications, 2010, 46(23): 1-7.(in Chinese)

    [17] [17] HOPPE H. Surface reconstruction from unorganized points [J]. Acm Siggraph Computer Graphics, 1992, 26(2): 71-78.

    [18] [18] LIU ZH Q, YIN J Q, ZHANG L, et al..Human action recognition based on Kinect data principal component analysis [J].Opt. Precision Eng., 2015, 23(10S): 702-711.(in Chinese)

    [19] [19] XIE Z X, XU SH. A survey on the ICP algorithm and its variants in registration of 3D point clouds [J]. Periodical of Ocean University of China, 2010, 40(1): 99-103.(in Chinese)

    CLP Journals

    [1] Zhang Yan, Zhao Huimin, Liu Zuojun, Yang Peng. Design of terrain recognition system using 2D lidar[J]. Infrared and Laser Engineering, 2018, 47(8): 830002

    [2] SUN Dian-zhu, LIANG Zeng-kai, SHEN Jiang-hua, LIN Wei. Robust normal estimation for point cloud based on constraint of bounded Poisson surface[J]. Optics and Precision Engineering, 2019, 27(4): 953

    [3] GENG Guo-hua, YU Fan, YANG Wen, LIU Xiao-ning. Three-dimensional model restoration with shape-constrained sample filling[J]. Optics and Precision Engineering, 2018, 26(11): 2863

    [4] XIONG Jing-ying, DAI Ming. Design of tracker for mobile smart devices[J]. Optics and Precision Engineering, 2017, 25(12): 3152

    [5] LIN Jin-hua, WANG Yan-jie. Three-dimentional reconstruction of semantic scene based on RGB-D map[J]. Optics and Precision Engineering, 2018, 26(5): 1231

    Tools

    Get Citation

    Copy Citation Text

    LIU Ying, WANG Chao-yang, GAO Nan, ZHANG Zong-hua. Point cloud adaptive simplification of feature extraction[J]. Optics and Precision Engineering, 2017, 25(1): 245

    Download Citation

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

    Category:

    Received: Jun. 12, 2016

    Accepted: --

    Published Online: Mar. 10, 2017

    The Author Email:

    DOI:10.3788/ope.20172501.0245

    Topics