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Topology-Guided Downsampling

  • Martin Kraus
  • Thomas Ertl
Part of the Eurographics book series (EUROGRAPH)

Abstract

We present a new downsampling method for structured volume grids, which preserves much more of the topology of a scalar field than existing downsampling methods by preferably selecting scalar values of critical points. In particular, many critical points can be preserved which are lost by traditional downsampling methods. Our method is named “topology-guided downsampling” as topology-preserving downsampling is impossible in general. However, we show that even an approximate preservation of topology is highly desirable if isosurfaces are extracted from the downsampled volume grid, e.g. for interactive previewing, because many topological features of the isosurfaces, e.g. the number of components, tunnels, and holes, are preserved. We illustrate the benefits of our method with examples from medical and technical applications of volume visualization.

Keywords

Saddle Point Scalar Field Edge Graph Volume Visualization IEEE Visualization 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag/Wien 2001

Authors and Affiliations

  • Martin Kraus
    • 1
  • Thomas Ertl
    • 1
  1. 1.Visualization and Interactive Systems GroupUniversität StuttgartStuttgartGermany

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