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Visualizing the Inner Structure of N-Body Data using Skeletonization

@inproceedings{msv07,
   author = {Edward Dale Hans-Peter Bischof},
   title = {Visualizing the Inner Structure of N-Body Data using
      Skeletonization},
   booktitle = {MSV '07: Proceedings of the 2007 International Conference of
      Modeling Simulation and Visualization Methods},
   year = {2007},
   publisher = {CSREA Press},
   address = {Las Vegas, USA},
   abstract = {N-body simulations solve the n-body problem numerically and
      determine the trajectories of the n point masses.  The result of these
      calculations is a huge amount of data detailing the positions and other
      properties of each body such as mass and velocity.  To effectively draw
      conclusions from these data, one must employ scientific visualization to
      create images and movies that illustrate the structure of the data.  We
      show that the computer animation technique of skeletonization can be
      applied to the volume data produced by n-body simulations in order to
      visualize the inner structure of the data.  This novel application is
      compared to traditional rendering methods in terms of its ability to
      show this structure.}
}

Spiegel - A Visualization Framework for Large and Small Scale Systems

@inproceedings{msv06,
   author = {Hans-Peter Bischof and Edward Dale and Tim Peterson},
   title = {Spiegel - A Visualization Framework for Large and Small Scale
      Systems },
   booktitle = {MSV '06: Proceedings of the 2006 International Conference of
      Modeling Simulation and Visualization Methods},
   year = {2006},
   isbn = {1-60132-010-8},
   pages = {199--205},
   publisher = {CSREA Press},
   address = {Las Vegas, USA},
   abstract = {Visualization systems allow the visualization of n-dimensional
      data. In order to do so, the systems read the data, then convert the
      data into a phase space, and finally visualize the phase space. This
      paper discusses a visualization framework, which allows the creation of
      visualization systems ranging from visualizing the behavior of atoms
      under the influence of temperature to colliding galaxies and the spread
      of the plague in 1347 A. D. in Europe. The vis'ualization framework
      which we present is extensible, which means a user can easily add new
      components to the framework and create visualization systems that could
      not be anticipated at present time. The paper will give an overview of
      the framework, and will be focusing on the graphical programming
      environment and the extensibility of it. The last part of the paper will
      focus on how a simulation system can interact with the visualization,
      and for example inform the visualization system of interesting events.}
}

Visualizing the Inner Structure of N-Body Data using Splatting and Skeletonization

@mastersthesis {edwarddale-2006-rit,
   author = {Edward Dale},
   title = {Visualizing the Inner Structure of N-Body Data using Splatting and
      Skeletonization},
   school = {Rochester Institute of Technology},
   month = {June},
   year = {2006},
   abstract = {N-body simulations solve the n-body problem numerically and
      determine the trajectories of the n point masses.  The result of these
      calculations is a huge amount of data (up to tens of gigabytes)
      detailing the positions and other properties of each body such as mass
      and velocity.  To effectively draw conclusions from this data, one must
      employ scientific visualization to create images and movies that
      illustrate the structure of the data.  This thesis seeks to apply the
      computer animation technique of skeletonization to the volume data
      produced by n-body simulations in order to extract the inner structure
      of the data.  This novel application will be compared to traditional
      point and volume rendering methods in terms of their ability to
      visualize astrophysical phenomena hypothesized to be present in the
      data.  All of the techniques will be implemented in Java for the Spiegel
      visualization framework.},
}