Litcius/Paper detail

Spatiotemporal reservoir resampling for real-time ray tracing with dynamic direct lighting

Benedikt Bitterli, Chris Wyman, Matt Pharr, Peter Shirley, Aaron Lefohn, Wojciech Jarosz

2020ACM Transactions on Graphics147 citationsDOI

Abstract

Efficiently rendering direct lighting from millions of dynamic light sources using Monte Carlo integration remains a challenging problem, even for off-line rendering systems. We introduce a new algorithm---ReSTIR---that renders such lighting interactively, at high quality, and without needing to maintain complex data structures. We repeatedly resample a set of candidate light samples and apply further spatial and temporal resampling to leverage information from relevant nearby samples. We derive an unbiased Monte Carlo estimator for this approach, and show that it achieves equal-error 6×-60× faster than state-of-the-art methods. A biased estimator reduces noise further and is 35×-65× faster, at the cost of some energy loss. We implemented our approach on the GPU, rendering complex scenes containing up to 3.4 million dynamic, emissive triangles in under 50 ms per frame while tracing at most 8 rays per pixel.

Topics & Concepts

Rendering (computer graphics)Computer scienceResamplingGlobal illuminationMonte Carlo methodEstimatorRay tracing (physics)Computer graphics (images)Distributed ray tracingPath tracingLeverage (statistics)Artificial intelligenceComputer visionAlgorithmMathematicsStatisticsQuantum mechanicsPhysicsComputer Graphics and Visualization TechniquesAdvanced Vision and ImagingImage Enhancement Techniques