WebJun 5, 2024 · [5] Photon-Driven Neural Path Guiding [6] Hierarchical Neural Reconstruction for Path Guiding Using Hybrid Path and Photon Samples [7] Importance driven path tracing using the photon map [8] Adjoint-Driven … WebOct 5, 2024 · Photon-Driven Neural Path Guiding. Although Monte Carlo path tracing is a simple and effective algorithm to synthesize photo-realistic images, it is often very slow to …
University of California, San Diego
WebJul 1, 2024 · This paper designs a light-weight neural network to directly operate convolutions on a sparse quadtree, which regresses a high-quality hierarchical sampling distribution, which enables more fine-grained directional sampling with less memory usage, effectively advancing the practicality and efficiency of neural path guiding. 3. PDF. WebThis allows for effective path guiding for arbitrary path bounce at any location in path tracing. We demonstrate that our photon-driven neural path guiding approach can generalize to diverse testing scenes, often achieving better rendering results than previous path guiding approaches and opening up interesting future directions. green turtle owings mills
Shilin ZHU Research Scientist Doctor of Philosophy Pixar ...
WebMar 15, 2024 · Our results show that Active Exploration trains our network much more efficiently than uniformly sampling, and together with our resolution enhancement approach, achieves better quality than uniform sampling at convergence. Our method allows interactive rendering of hard light transport paths (e.g., complex caustics) – that require … WebPhoton-Driven Neural Path Guiding . Although Monte Carlo path tracing is a simple and effective algorithm to synthesize photo-realistic images, it is often very slow to converge … WebOct 1, 2024 · We demonstrate that our photon-driven neural path guiding approach can generalize to diverse testing scenes, often achieving better rendering results than previous path guiding approaches and ... green turtle restaurant california md