Implicit fitting of point cloud data using radial hermite basis functions

被引:0
|
作者
G. M. Nielson
H. Hagen
K. Lee
机构
[1] Arizona State University,Computer Science and Engineering Mathematics
来源
Computing | 2007年 / 79卷
关键词
65D17; 41A46; Surface fitting; point clouds; isosurfaces; noisy 3D data; scattered data approximation;
D O I
暂无
中图分类号
学科分类号
摘要
We describe a new technique for fitting noisy scattered point cloud data. The fitting surface is determined as zero level isosurface of a trivariate model which is an implicit least squares fit of the data based upon Radial Hermite Operators (RHO). We illustrate the value of these new techniques with several diverse applications.
引用
收藏
页码:301 / 307
页数:6
相关论文
共 50 条
  • [1] Implicit fitting of point cloud data using radial hermite basis functions
    Nielson, G. M.
    Hagen, H.
    Lee, K.
    [J]. COMPUTING, 2007, 79 (2-4) : 301 - 307
  • [2] Implicit fitting using radial basis functions with ellipsoid constraint
    Li, Q
    Wills, D
    Phillips, R
    Viant, WJ
    Griffiths, JG
    Ward, J
    [J]. COMPUTER GRAPHICS FORUM, 2004, 23 (01) : 55 - 69
  • [3] Hermite Interpolation of Implicit Surfaces with Radial Basis Functions
    Macedo, Ives
    Gois, Joao Paulo
    Velho, Luiz
    [J]. 2009 XXII BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING (SIBGRAPI 2009), 2009, : 1 - +
  • [4] Implicit fitting and smoothing using radial basis functions with partition of unity
    Wu, XJ
    Yu, M
    Xia, WQ
    [J]. NINTH INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN AND COMPUTER GRAPHICS, PROCEEDINGS, 2005, : 139 - 148
  • [5] Point-cloud registration using adaptive radial basis functions
    Zhang, Ju
    Ackland, David
    Fernandez, Justin
    [J]. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2018, 21 (07) : 498 - 502
  • [6] The Hermite collocation method using radial basis functions
    Jumarhon, B
    Amini, S
    Chen, K
    [J]. ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2000, 24 (7-8) : 607 - 611
  • [7] SCATTERED HERMITE INTERPOLATION USING RADIAL BASIS FUNCTIONS
    SUN, XP
    [J]. LINEAR ALGEBRA AND ITS APPLICATIONS, 1994, 207 : 135 - 146
  • [8] Implicit 3D Modeling of Ore Body from Geological Boreholes Data Using Hermite Radial Basis Functions
    Wang, Jinmiao
    Zhao, Hui
    Bi, Lin
    Wang, Liguan
    [J]. MINERALS, 2018, 8 (10):
  • [10] Hermite Radial Basis Functions Implicits
    Macedo, I.
    Gois, J. P.
    Velho, L.
    [J]. COMPUTER GRAPHICS FORUM, 2011, 30 (01) : 27 - 42