RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing.
Antoine ScardigliLukas CavigelliLorenz K. MüllerPublished in: CoRR (2023)
Keyphrases
- adaptive sampling
- denoising
- real time
- image denoising
- monte carlo
- image processing
- random sampling
- reinforcement learning
- natural images
- total variation
- neural network
- network architecture
- learning algorithm
- data sets
- training set
- markov chain
- optimal policy
- control system
- learning process
- training data
- feature extraction
- sampling methods
- machine learning