Topological segmentation in three-dimensional vector fields.

IEEE Trans Vis Comput Graph

Center for Image Processing and Integrated Computing, Computer Science Department, University of California, Davis, CA 95616, USA.

Published: October 2004

AI Article Synopsis

  • We introduce a new algorithm for topological segmentation in three-dimensional vector fields, which simplifies the original vector field into a segmented dataset.
  • The algorithm uses streamlines to sample the vector field and produce this segmented data, enabling the creation of separating surfaces.
  • We apply this method to generate local separatrices with movable boundaries, allowing for clearer visualization of vector field partitions at a higher abstraction level.

Article 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.

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http://dx.doi.org/10.1109/TVCG.2004.1260771DOI Listing

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