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 :
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