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
Link To Document :
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