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Topological segmentation in three-dimensional vector fields
- Source :
- Mahrous, Karim; Bennett, Janine; Scheuermann, Gerik; Hamann, Bernd; & Joy, Ken. (2004). Topological Segmentation in Three-Dimensional Vector Fields. IEEE Transactions on Visualization and Computer Graphics, 10. UC Davis: Institute for Data Analysis and Visualization. Retrieved from: http://www.escholarship.org/uc/item/2s29k77p
- Publication Year :
- 2004
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2004.
-
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.
- Subjects :
- Field (physics)
Computer science
Video Recording
Information Storage and Retrieval
Topology
Sensitivity and Specificity
Pattern Recognition, Automated
User-Computer Interface
Engineering
Imaging, Three-Dimensional
Data visualization
Image Interpretation, Computer-Assisted
Computer Graphics
Computer Simulation
Streamlines, streaklines, and pathlines
Segmentation
Abstraction (linguistics)
Flow fields, Topology, Segmentation
business.industry
Reproducibility of Results
Numerical Analysis, Computer-Assisted
Signal Processing, Computer-Assisted
Image Enhancement
Computer Graphics and Computer-Aided Design
Visualization
Data set
Signal Processing
Vector field
Computer Vision and Pattern Recognition
Rheology
business
Algorithms
Software
Subjects
Details
- ISSN :
- 10772626
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Visualization and Computer Graphics
- Accession number :
- edsair.doi.dedup.....2c25dd235e327b7adf8d93e6932868c1