• DocumentCode
    2654772
  • Title

    Anisotropic geometric diffusion in surface processing

  • Author

    Clarenz, U. ; Diewald, U. ; Rumpf, M.

  • Author_Institution
    Inst. for Appl. Math., Bonn Univ., Germany
  • fYear
    2000
  • fDate
    13-13 Oct. 2000
  • Firstpage
    397
  • Lastpage
    405
  • Abstract
    A new multiscale method in surface processing is presented which combines the image processing methodology based on nonlinear diffusion equations and the theory of geometric evolution problems. Its aim is to smooth discretized surfaces while simultaneously enhancing geometric features such as edges and corners. This is obtained by an anisotropic curvature evolution, where time is the multiscale parameter. Here, the diffusion tensor depends on the shape operator of the evolving surface. A spatial finite element discretization on arbitrary unstructured triangular meshes and a semi-implicit finite difference discretization in time are the building blocks of the easy to code algorithm presented. The systems of linear equations in each timestep are solved by appropriate, preconditioned iterative solvers. Different applications underline the efficiency and flexibility of the presented type of surface processing tool.
  • Keywords
    computational geometry; finite difference methods; image processing; matrix algebra; mesh generation; tensors; anisotropic curvature evolution; anisotropic geometric diffusion; arbitrary unstructured triangular meshes; diffusion tensor; discretized surface smoothing; evolving surface; geometric evolution problems; geometric features; image processing methodology; multiscale method; multiscale parameter; nonlinear diffusion equations; preconditioned iterative solvers; semi-implicit finite difference discretization; shape operator; spatial finite element discretization; surface processing; systems of linear equations; timestep; Anisotropic magnetoresistance; Filters; Finite difference methods; Finite element methods; Image processing; Mathematics; Nonlinear equations; Shape; Smoothing methods; Tensile stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Visualization 2000. Proceedings
  • Conference_Location
    Salt Lake City, UT, USA
  • Print_ISBN
    0-7803-6478-3
  • Type

    conf

  • DOI
    10.1109/VISUAL.2000.885721
  • Filename
    885721