Point Cloud Hole Filling based on Feature Lines Extraction

被引:0
|
作者
Wang, Yinghui [1 ]
Tang, Jing [1 ]
Zhao, Yanni [1 ]
Hao, Wen [1 ]
Ning, Xiaojuan [1 ]
Lv, Ke [2 ]
机构
[1] Xian Univ Technol, Inst Comp Sci & Engn, Xian, Shaanxi, Peoples R China
[2] Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
基金
中国博士后科学基金;
关键词
point clouds; filling holes; boundary line; ridge and valley line; NURBS surface fitting;
D O I
10.1109/1CNRV.2017.00021
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The reservation of shape features is the key problem of filling hole. In this paper, we present a hole filling method based on feature lines, including the hole boundary lines, ridge lines and valley lines. First, the feature lines are extracted and used to generate a series of curves. Then the control points sequence is obtained by fitting these curves. Finally, the NURBS surface is fitted by control points sequence to fill the hole. The obtained results show that our method can preserve the initial shape characteristics of hole.
引用
收藏
页码:61 / 66
页数:6
相关论文
共 50 条
  • [1] Feature sensitive hole filling with crest lines
    Zhao, Mingxi
    Ma, Lizhuang
    Mao, Zhihong
    Li, Zhong
    ADVANCES IN NATURAL COMPUTATION, PT 2, 2006, 4222 : 660 - 663
  • [2] Simplification of Scattered Point Cloud Based on Feature Extraction
    Peng Xiwei
    Huang Wenming
    Wen Peizhi
    Wu Xiaojun
    THIRD INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING, 2009, : 335 - +
  • [3] Method for Extraction of Feature Lines of Three-Dimensional Laser Point Cloud Based on Gaussian Map
    Xu Weiqing
    Chen Xijiang
    Zhang Guang
    Yuan Qiaoqiao
    LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (09)
  • [4] Research on Feature Extraction Method Based on Point Cloud Roughness
    Zhang, Linshuai
    Wang, Qian
    Jiang, Tao
    Gu, Shuoxin
    Ma, Zhongli
    Liu, Jiajia
    Luo, Shuang
    Neri, Ferrante
    PROCEEDINGS OF 2022 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2022), 2022, : 1568 - 1573
  • [5] A Point Cloud Registration Algorithm Based on Feature Extraction and Matching
    Liu, Yongshan
    Kong, Dehan
    Zhao, Dandan
    Gong, Xiang
    Han, Guichun
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [6] Point Cloud Feature Extraction Network Based on Multiscale Feature Dynamic Fusion
    Liu, Jing
    Zhang, Yuan
    Zhang, Le
    Li, Bo
    Yang, Xiaowen
    LASER & OPTOELECTRONICS PROGRESS, 2025, 62 (04)
  • [7] An automatic registration algorithm for point cloud based on feature extraction
    Huang, Yuan
    Da, Feipeng
    Tao, Haiji
    Zhongguo Jiguang/Chinese Journal of Lasers, 2015, 42 (03):
  • [8] Research on a hole filling algorithm of a point cloud based on structure from motion
    Gai, Shaoyan
    Da, Feipeng
    Zeng, Lulu
    Huang, Yuan
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2019, 36 (02) : A39 - A46
  • [9] Feature Preserving Holes Filling of Scattered Point Cloud Based on Tensor Voting
    Lin Hongbin
    Wang Wei
    2016 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2016, : 402 - 406
  • [10] Method for Extraction of Point Cloud Feature Line
    Ren Qiancheng
    LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (06)