On the Effective Dimension of Light Transport
Christian Lessig, Eugene Fiume
In Computer Graphics Forum, 29(4), 2010.
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.
Keyword(s): Computer Graphics [I.3.7]: Three-Dimensional Graphics and Realism—[Color, shading, shadowing, and texture]
@article{CGF:CGF1736,
author = {Christian Lessig and Eugene Fiume},
title = {On the Effective Dimension of Light Transport},
journal = {Computer Graphics Forum},
volume = {29},
number = {4},
pages = {1399--1403},
year = {2010},
}
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