Verifying Volume Rendering Using Discretization Error Analysis

Tiago Etiene, Daniel Jönsson, Timo Ropinski, Carlos Scheidegger, João Comba, L. Gustavo Nonato, Robert M. Kirby, Anders Ynnerman, Cláudio T. Silvia
IEEE Transactions on Visualization and Computer Graphics (TVCG), Volume 20, Number 1, page 140--154 - jan 2014
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We propose an approach for verification of volume rendering correctness based on an analysis of the volume rendering integral, the basis of most DVR algorithms. With respect to the most common discretization of this continuous model (Riemann summation), we make assumptions about the impact of parameter changes on the rendered results and derive convergence curves describing the expected behavior. Specifically, we progressively refine the number of samples along the ray, the grid size, and the pixel size, and evaluate how the errors observed during refinement compare against the expected approximation errors. We derive the theoretical foundations of our verification approach, explain how to realize it in practice and discuss its limitations. We also report the errors identified by our approach when applied to two publicly-available volume rendering packages.

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BibTex references

  author       = {Etiene, Tiago and J{\"o}nsson, Daniel and Ropinski, Timo and Scheidegger, Carlos and Comba, João and Nonato, L. Gustavo and Kirby, Robert M. and Ynnerman, Anders and Silvia, Cl\'audio T.},
  title        = {{Verifying Volume Rendering Using Discretization Error Analysis}},
  journal      = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  number       = {1},
  volume       = {20},
  pages        = {140--154},
  year         = {2014}

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