• DocumentCode
    2332385
  • Title

    Extracting iso-valued features in 4-dimensional scalar fields

  • Author

    Weigle, Chris ; Banks, David C.

  • Author_Institution
    Dept. of Comput. Sci., North Carolina Univ., Chapel Hill, NC, USA
  • fYear
    1998
  • fDate
    24-24 Oct. 1998
  • Firstpage
    103
  • Lastpage
    110
  • Abstract
    Isosurfaces are an important tool for finding features in 3D scalar data. The paper describes how recursive contour meshing is applied to extract similar features in 4-dimensional space. In the case of time-varying isosurfaces f(x, y, z, t)=c, the technique constructs a solid mesh for the isosurface that sweeps a volume in space-time. An instance of an isosurface at a particular time results from applying a second constraint against this volume. The envelope defined by the time-varying isosurface can be captured in a similar way: when a time-varying isosurface f=c reaches is maximum extent, the function´s partial derivative with respect to time must be zero. This second constraint and produces a surface containing the extrema of the isosurfaces. Multi-resolution models and inter-penetrating blobby objects can also be extracted from 4-dimensional representations.
  • Keywords
    data visualisation; feature extraction; 3D scalar data; 4D scalar fields; 4D space; inter-penetrating blobby objects; iso-valued feature extraction; isosurface; multi-resolution models; partial derivative; recursive contour meshing; solid mesh; space-time volume sweeping; time-varying isosurfaces; Computer science; Data mining; Feature extraction; Geometry; Isosurfaces; Joining processes; Postal services; Solids; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Volume Visualization, 1998. IEEE Symposium on
  • Conference_Location
    Research Triangle Park, NC, USA
  • Print_ISBN
    0-8186-9180-8
  • Type

    conf

  • DOI
    10.1109/SVV.1998.729591
  • Filename
    729591