• 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