Analysis and comparison of vector fields can be done via a segmentation of the flow field into regions of similar behavior and a subsequent extraction of the topological skeleton. Our goals are a numerically stable computation of the topological skeleton including the extraction and classification of all closed streamlines, and a simple but consistent simplification of the topological skeleton to allow for a multi-scale vector field analysis. To achieve these goals we are investigating the applicability of a combinatorial approach to vector field topology.

Publications

2012
Combinatorial Gradient Fields for 2D Images with Empirically Convergent Separatrices 2012arXiv Jan Reininghaus, David Günther, Ingrid Hotz, Tino Weinkauf, Hans Peter Seidel BibTeX
arXiv
Combinatorial Vector Field Topology
Computational discrete Morse theory Doctoral thesis, Otto-von-Guericke-Universität Magdeburg, 2012 Jan Reininghaus BibTeX
Combinatorial Vector Field Topology
Efficient Computation of Combinatorial Feature Flow Fields Transactions on Visualization and Computer Graphics, 18(9), pp. 1563-1573, 2012 Jan Reininghaus, Jens Kasten, Tino Weinkauf, Ingrid Hotz BibTeX
DOI
Combinatorial Vector Field Topology
2011
A Scale Space Based Persistence Measure for Critical Points in 2D Scalar Fields Visualization and Computer Graphics, IEEE Transactions on, 17(12), pp. 2045-2052, 2011 Jan Reininghaus, N. Kotava, David Günther, Jens Kasten, Hans Hagen, Ingrid Hotz BibTeX
DOI
Combinatorial Vector Field Topology
Combinatorial 2D Vector Field Topology Extraction and Simplification Topological Methods in Data Analysis and Visualization, pp. 103-114, Valerio Pascucci, Xavier Tricoche, Hans Hagen, Julien Tierny (Eds.), Springer, 2011, ISBN: 978-3-642-15013-5 Jan Reininghaus, Ingrid Hotz BibTeX
DOI
Combinatorial Vector Field Topology
Combinatorial Feature Flow Fields: Tracking Critical Points in Discrete Scalar Fields ZIB-Report 11-02 Jan Reininghaus, Jens Kasten, Tino Weinkauf, Ingrid Hotz PDF
BibTeX
URN
Combinatorial Vector Field Topology
Fast Combinatorial Vector Field Topology IEEE Trans. Computer Graphics and Visualization, 17(10), pp. 1433-1443, 2011 Jan Reininghaus, Christian Löwen, Ingrid Hotz BibTeX
Combinatorial Vector Field Topology
2010
TADD: A Computational Framework for Data Analysis Using Discrete Morse Theory Mathematical Software - ICMS 2010, pp. 198-208, Vol.6327, Lecture Notes in Computer Science, 2010 Jan Reininghaus, David Günther, Ingrid Hotz, Steffen Prohaska, Hans-Christian Hege BibTeX
DOI
Combinatorial Vector Field Topology