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
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