DocumentCode
1436220
Title
Robust Morse Decompositions of Piecewise Constant Vector Fields
Author
Szymczak, Andrzej ; Zhang, Eugene
Author_Institution
Dept. of Math. & Comput. Sci., Colorado Sch. of Mines, Golden, CO, USA
Volume
18
Issue
6
fYear
2012
fDate
6/1/2012 12:00:00 AM
Firstpage
938
Lastpage
951
Abstract
In this paper, we introduce a new approach to computing a Morse decomposition of a vector field on a triangulated manifold surface. The basic idea is to convert the input vector field to a piecewise constant (PC) vector field, whose trajectories can be computed using simple geometric rules. To overcome the intrinsic difficulty in PC vector fields (in particular, discontinuity along mesh edges), we borrow results from the theory of differential inclusions. The input vector field and its PC variant have similar Morse decompositions. We introduce a robust and efficient algorithm to compute Morse decompositions of a PC vector field. Our approach provides subtriangle precision for Morse sets. In addition, we describe a Morse set classification framework which we use to color code the Morse sets in order to enhance the visualization. We demonstrate the benefits of our approach with three well-known simulation data sets, for which our method has produced Morse decompositions that are similar to or finer than those obtained using existing techniques, and is over an order of magnitude faster.
Keywords
computational geometry; data visualisation; mesh generation; pattern classification; differential inclusions; geometric rules; mesh discontinuity; morse set classification framework; piecewise constant vector field; robust morse decompositions; simulation data sets; subtriangle precision; triangulated manifold surface; visualization enhancement; Indexes; Orbits; Spirals; Support vector machine classification; Topology; Trajectory; Vectors; Morse decomposition; vector field topology.;
fLanguage
English
Journal_Title
Visualization and Computer Graphics, IEEE Transactions on
Publisher
ieee
ISSN
1077-2626
Type
jour
DOI
10.1109/TVCG.2011.88
Filename
6143903
Link To Document