Jan Novák

Kernel-predicting convolutional networks for denoising Monte Carlo renderings

Steve Bako, Thijs Vogels, Brian McWilliams et al. · ACM Transactions on Graphics · 2017 · 315 citations · Full text

Local Weighting Kernels, Convolutional Neural Network, Machine Vision +15

Denoising with kernel prediction and asymmetric loss functions

Thijs Vogels, Fabrice Rousselle, Brian McWilliams et al. · ACM Transactions on Graphics · 2018 · 178 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Monte Carlo Methods for Volumetric Light Transport Simulation

Jan Novák, Iliyan Georgiev, Johannes Hanika et al. · Computer Graphics Forum · 2018 · 130 citations

Realistic Rendering, Engineering, Monte Carlo Methods +19

Practical Path Guiding for Efficient Light‐Transport Simulation

Thomas Müller, Jan Novák · Computer Graphics Forum · 2017 · 121 citations

Realistic Rendering, Engineering, Computational Illumination +18

Scalable Realistic Rendering with Many‐Light Methods

Carsten Dachsbacher, Jaroslav Křivánek, Miloš Hašan et al. · Computer Graphics Forum · 2013 · 119 citations

Illumination Modeling, Realistic Rendering, Many‐light Rendering +11