On the Effective Dimension of Light Transport
Christian Lessig, Eugene Fiume
Rendering Techniques (EGSR'10), 2010, pp. 1399--1403.
Abstract: Light transport is often characterized within a high-dimensional space although practitioners have long known that it commonly behaves as a much lower-dimensional phenomenon. We study the effective dimension of light transport over a neighborhood on the scene manifold and show that under plausible assumptions the dimensionality is characterized by the spectrum of the spatio-spectral concentration problem. This allows us to improve existing estimates for the dimension in computer graphics using a more insightful derivation and for the first time we obtain optimal representations. The relevance of our results for existing rendering applications is discussed.Light transport is often characterized within a high-dimensional space although practitioners have long known that it commonly behaves as a much lower-dimensional phenomenon. We study the effective dimension of light transport over a neighborhood on the scene manifold and show that under plausible assumptions the dimensionality is characterized by the spectrum of the spatio-spectral concentration problem. This allows us to improve existing estimates for the dimension in computer graphics using a more insightful derivation and for the first time we obtain optimal representations. The relevance of our results for existing rendering applications is discussed.
Article URL: http://diglib.eg.org/EG/CGF/volume29/issue4/v29i4pp1399-1403.pdf
BibTeX format:
@inproceedings{Lessig:2010:OTE,
  author = {Christian Lessig and Eugene Fiume},
  title = {On the Effective Dimension of Light Transport},
  booktitle = {Rendering Techniques (EGSR'10)},
  pages = {1399--1403},
  year = {2010},
}
Search for more articles by Christian Lessig.
Search for more articles by Eugene Fiume.

Return to the search page.


graphbib: Powered by "bibsql" and "SQLite3."