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The Natural-Constraint Representation of the Path Space
for Efficient Light Transport Simulation

Anton S. Kaplanyan, Johannes Hanika, and Carsten Dachsbacher

SIGGRAPH 2014 (Proc. of ACM Transactions on Graphics 33(4) )

TeaserTeaser
Left: manifold exploration with Metropolis light transport. Right: our half vector space mutation with Metropolis light transport. When considered in half vector domain, light transport has many new interesting properties and it is easier to simulate for rendering difficult glossy transport.

Abstract

The path integral formulation of light transport is the basis for (Markov chain) Monte Carlo global illumination methods. In this paper we present Half vector Space Light Transport (HSLT), a novel approach to sampling and integrating light transport paths on surfaces. The key is a partitioning of the path space into subspaces in which a path is represented by its start and end point constraints and a sequence of generalized half vectors. We show that this representation has several benefits. It enables importance sampling of all interactions along paths inbetween two endpoints. Based on this, we propose a new mutation strategy, to be used with Markov chain Monte Carlo methods such as Metropolis light transport (MLT), which is well-suited for all types of surface transport paths (diffuse/glossy/specular interaction). One important characteristic of our approach is that the Fourier-domain properties of the path integral can be easily estimated. These can be used to achieve optimal correlation of the samples due to well-chosen mutation step sizes, leading to more efficient exploration of light transport features. We also propose a novel approach to control stratification in MLT with our mutation strategy.
Preprint and Supplementary
Preprint Supplementary Slides
Bibtex
@article{Kaplanyan2014HSLT,
author = {Kaplanyan, Anton S. and Hanika, Johannes and Dachsbacher, Carsten},
title = {The Natural-Constraint Representation of the Path Space for Efficient Light Transport Simulation},
journal = {ACM Transactions on Graphics (Proc. SIGGRAPH)},
volume = {33},
number = {4},
year = {2014},
keywords = {global illumination, Metropolis light transport}
}
Comparison

Click on the thumbnail to change the scene

Reference HSLT MLT MEMLT