DocumentCode
861294
Title
Topological segmentation in three-dimensional vector fields
Author
Mahrous, Karim ; Bennett, Janine ; Scheuermann, Gerik ; Hamann, Bernd ; Joy, Kenneth I.
Author_Institution
Center for Image Process. & Integrated Comput., California Univ., Davis, CA, USA
Volume
10
Issue
2
fYear
2004
Firstpage
198
Lastpage
205
Abstract
We present a new method for topological segmentation in steady three-dimensional vector fields. Depending on desired properties, the algorithm replaces the original vector field by a derived segmented data set, which is utilized to produce separating surfaces in the vector field. We define the concept of a segmented data set, develop methods that produce the segmented data by sampling the vector field with streamlines, and describe algorithms that generate the separating surfaces. This method is applied to generate local separatrices in the field, defined by a movable boundary region placed in the field. The resulting partitions can be visualized using standard techniques for a visualization of a vector field at a higher level of abstraction.
Keywords
computational fluid dynamics; data visualisation; flow visualisation; topology; vectors; data set; flow fields; separatrices; stream surface algorithm; topological segmentation; vector field visualization; Algorithm design and analysis; Character generation; Computer Society; Data analysis; Data visualization; Feature extraction; Partitioning algorithms; Sampling methods; Algorithms; Computer Graphics; Computer Simulation; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Rheology; Sensitivity and Specificity; Signal Processing, Computer-Assisted; User-Computer Interface; Video Recording;
fLanguage
English
Journal_Title
Visualization and Computer Graphics, IEEE Transactions on
Publisher
ieee
ISSN
1077-2626
Type
jour
DOI
10.1109/TVCG.2004.1260771
Filename
1260771
Link To Document