MCNeRF: Monte Carlo Rendering and Denoising for Real-Time NeRFs.
Kunal GuptaMilos HasanZexiang XuFujun LuanKalyan SunkavalliXin SunManmohan ChandrakerSai BiPublished in: SIGGRAPH Asia (2023)
Keyphrases
- monte carlo
- real time
- denoising
- global illumination
- high fidelity
- markov chain
- image denoising
- monte carlo simulation
- monte carlo tree search
- importance sampling
- monte carlo methods
- image processing
- simulation study
- total variation
- adaptive sampling
- particle filter
- stochastic approximation
- temporal difference
- matrix inversion
- graphics hardware
- markovian decision
- real time rendering
- point processes
- variance reduction
- markov chain monte carlo
- noisy images
- game tree search
- monte carlo method
- image synthesis
- photorealistic
- computer graphics
- frequency domain
- control system
- search algorithm