Title :
Topological methods for 2D time-dependent vector fields based on stream lines and path lines
Author :
Theisel, Holger ; Weinkauf, Tino ; Hege, Hans-Christian ; Seidel, Hans-Peter
Author_Institution :
MPI Informatik, Saarbrucken, Germany
Abstract :
This paper describes approaches to topologically segmenting 2D time-dependent vector fields. For this class of vector fields, two important classes of lines exist: stream lines and path lines. Because of this, two segmentations are possible: either concerning the behavior of stream lines or of path lines. While topological features based on stream lines are well established, we introduce path line oriented topology as a new visualization approach in this paper. As a contribution to stream line oriented topology, we introduce new methods to detect global bifurcations like saddle connections and cyclic fold bifurcations as well as a method of tracking all isolated closed stream lines. To get the path line oriented topology, we segment the vector field into areas of attracting, repelling, and saddle-like behavior of the path lines. We compare both kinds of topologies and apply them to a number of test data sets.
Keywords :
computational geometry; data visualisation; flow visualisation; topology; 2D time-dependent vector fields; flow visualization; global bifurcation detection; path lines; stream lines; vector field topology; Bifurcation; Data visualization; Face detection; Grid computing; Joining processes; Piecewise linear techniques; Switches; Testing; Topology; Vectors; Index Terms- Flow visualization; bifurcations; path lines.; stream lines; vector field topology; Algorithms; Computer Graphics; Computer Simulation; Image Enhancement; Image Interpretation, Computer-Assisted; Models, Theoretical; Numerical Analysis, Computer-Assisted; Online Systems; Rheology; User-Computer Interface;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2005.68