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

B Bitterli, C Wyman, M Pharr, P Shirley… - ACM Transactions on …, 2020 - dl.acm.org
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 …

ReSTIR GI: Path resampling for real‐time path tracing

Y Ouyang, S Liu, M Kettunen, M Pharr… - Computer Graphics …, 2021 - Wiley Online Library
Even with the advent of hardware‐accelerated ray tracing in modern GPUs, only a small
number of rays can be traced at each pixel in real‐time applications. This presents a …

Generalized resampled importance sampling: Foundations of restir

D Lin, M Kettunen, B Bitterli, J Pantaleoni… - ACM Transactions on …, 2022 - dl.acm.org
As scenes become ever more complex and real-time applications embrace ray tracing, path
sampling algorithms that maximize quality at low sample counts become vital. Recent …

Continuous multiple importance sampling

R West, I Georgiev, A Gruson, T Hachisuka - ACM Transactions on …, 2020 - dl.acm.org
Multiple importance sampling (MIS) is a provably good way to combine a finite set of
sampling techniques to reduce variance in Monte Carlo integral estimation. However, there …

[PDF][PDF] Deep combiner for independent and correlated pixel estimates.

J Back, BS Hua, T Hachisuka, B Moon - ACM Trans. Graph., 2020 - cs.uwaterloo.ca
Deep Combiner for Independent and Correlated Pixel Estimates Page 1 Deep Combiner for
Independent and Correlated Pixel Estimates JONGHEE BACK, Gwangju Institute of Science …

Deep convolutional reconstruction for gradient-domain rendering

M Kettunen, E Härkönen, J Lehtinen - ACM Transactions on Graphics …, 2019 - dl.acm.org
It has been shown that rendering in the gradient domain, ie, estimating finite difference
gradients of image intensity using correlated samples, and combining them with direct …

Path graphs: iterative path space filtering

X Deng, M Hašan, N Carr, Z Xu… - ACM Transactions on …, 2021 - dl.acm.org
To render higher quality images from the samples generated by path tracing with a low
sample count, we propose a novel path reuse approach that processes a fixed collection of …

Area ReSTIR: Resampling for Real-Time Defocus and Antialiasing

S Zhang, D Lin, M Kettunen, C Yuksel… - ACM Transactions on …, 2024 - dl.acm.org
Recent advancements in spatiotemporal reservoir resampling (ReSTIR) leverage sample
reuse from neighbors to efficiently evaluate the path integral. Like rasterization, ReSTIR …

Efficient caustics rendering via spatial and temporal path reuse

X Xu, L Wang, B Wang - Computer Graphics Forum, 2023 - Wiley Online Library
Caustics are complex optical effects caused by the light being concentrated in a small area
due to reflection or refraction on surfaces with low roughness, typically under a sharp light …

Input-Dependent Uncorrelated Weighting for Monte Carlo Denoising

J Back, BS Hua, T Hachisuka, B Moon - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
Image-space denoising techniques have been widely employed in Monte Carlo rendering,
typically blending neighboring pixel estimates using a denoising kernel. It is widely …