• DocumentCode
    1521955
  • Title

    Topology-preserving smoothing of vector fields

  • Author

    Westermann, Rüdiger ; Johnson, Christopher ; Ertl, Thomas

  • Author_Institution
    Sci. Visualization & Imaging Group, Aachen Univ. of Technol., Aachen, Germany
  • Volume
    7
  • Issue
    3
  • fYear
    2001
  • Firstpage
    222
  • Lastpage
    229
  • Abstract
    Proposes a technique for topology-preserving smoothing of sampled vector fields. The vector field data is first converted into a scalar representation in which time surfaces implicitly exist as level sets. We then locally analyze the dynamic behavior of the level sets by placing geometric primitives in the scalar field and by subsequently distorting these primitives with respect to local variations in this field. From the distorted primitives, we calculate the curvature normal and we use the normal magnitude and its direction to separate distinct flow features. Geometrical and topological considerations are then combined to successively smooth dense flow fields, at the same time retaining their topological structure
  • Keywords
    computational fluid dynamics; computational geometry; data visualisation; flow visualisation; smoothing methods; topology; vectors; curvature normal; dense flow field smoothing; distinct flow feature separation; flow visualization; geometric primitives distortion; level sets; local dynamic behavior analysis; sampled vector field smoothing; scalar field; scalar representation; time surfaces; topological structure; topology-preserving smoothing; Computer displays; Computer graphics; Data visualization; Fluid flow; Hydrogen; Kernel; Rendering (computer graphics); Smoothing methods; Spatial resolution; Two dimensional displays;
  • fLanguage
    English
  • Journal_Title
    Visualization and Computer Graphics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1077-2626
  • Type

    jour

  • DOI
    10.1109/2945.942690
  • Filename
    942690