Illumination-Aware Spatial Subdivision for Path Guiding

Path tracing is ubiquitous in production rendering and path guiding has established itself as a powerful approach to mitigate its failure cases. Several widely used methods partition the scene using a k-d tree and store a directional guiding distribution per cell for importance sampling. While a lot of research has improved the guiding distributions, the decision when to split the k-d tree still…