An Image-Based Circle Extraction Method of Three-Dimensional Point Cloud Data

被引:2
|
作者
Liu, Tao [1 ]
Zhao, Weiling [1 ]
Wang, Zongyi [1 ]
Jia, Shaojing [1 ]
机构
[1] Harbin Engn Univ, Coll Automat, Harbin 150001, HeiLongJiang, Peoples R China
关键词
D O I
10.1109/IITA.2008.255
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The fast feature extraction of point cloud data becomes one core of the reverse-engineering CAD modeling researches that are based on point cloud In the two-dimensional or three-dimensional product contour, the circle is a very common shape. This paper proposed a new circle extraction method of three-dimensional point cloud data, which is based on the image. This method takes full advantage of the point cloud features and the image, as well as the ellipse detection algorithm of image, for extracting the circle from the three-dimensional point cloud. From the experiment results, we can observe that this method is simple, time-saving and easy to realize.
引用
收藏
页码:447 / 451
页数:5
相关论文
共 50 条
  • [1] Target Segmentation Method for Three-Dimensional LiDAR Point Cloud Based on Depth Image
    Fan Xiaohui
    Xu Guoliang
    Li Wanlin
    Wang Qianzhu
    Chang Liangliang
    [J]. CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2019, 46 (07):
  • [2] Flexible point cloud matching method based on three-dimensional image feature points
    Cui, Haihua
    Liao, Wenhe
    Cheng, Xiaosheng
    Dai, Ning
    Guo, Changye
    [J]. ADVANCES IN MECHANICAL ENGINEERING, 2018, 10 (09):
  • [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
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (09)
  • [4] Three-Dimensional Contour Extraction Method for Road Rut Based on Point Cloud Watershed Algorithm
    Zhao Shuai
    Liu Rufei
    Ma Zhaoheng
    Ma Xinjiang
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2024, 61 (04)
  • [5] Three-Dimensional Reconstruction of Single Input Image Based on Point Cloud
    Hou, Yu
    Zhai, Ruifeng
    Li, Xueyan
    Song, Junfeng
    Ma, Xuehan
    Hou, Shuzhao
    Guo, Shuxu
    [J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2021, 87 (07): : 479 - 484
  • [6] A method for accurate extraction of three-dimensional point cloud feature data in loading test of container ships
    Li, Rui
    Wan, Hexin
    Wang, Ji
    Huo, Shilin
    Soares, C. Guedes
    [J]. OCEAN ENGINEERING, 2024, 312
  • [7] A Reduction Method of Three-Dimensional Point Cloud
    Song, Weiwei
    Cai, Shaoli
    Yang, Bo
    Cui, Weihua
    Wang, Yanfang
    [J]. PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOLS 1-4, 2009, : 755 - 758
  • [8] An image-based fast three-dimensional modelling method for virtual manufacturing
    Peng, Q
    Loftus, M
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2000, 214 (08) : 709 - 721
  • [9] Robust statistical approaches for circle fitting in laser scanning three-dimensional point cloud data
    Nurunnabi, Abdul
    Sadahiro, Yukio
    Laefer, Debra F.
    [J]. PATTERN RECOGNITION, 2018, 81 : 417 - 431
  • [10] A simulation method of three-dimensional cloud based on WRF data
    Xie, Yonghua
    Kou, Xiaoyong
    Li, Ping
    Fu, Shucun
    [J]. 2019 INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2019, : 308 - 314