A machine learning approach for filtering Monte Carlo noise.
Nima Khademi KalantariSteve BakoPradeep SenPublished in: ACM Trans. Graph. (2015)
Keyphrases
- monte carlo
- importance sampling
- markov chain
- filtering method
- median filter
- monte carlo methods
- monte carlo simulation
- adaptive sampling
- salt pepper
- simulation study
- monte carlo tree search
- monte carlo method
- markovian decision
- noise reduction
- noisy data
- temporal difference
- stochastic approximation
- global illumination
- matrix inversion
- noise level
- missing data
- gaussian noise
- point processes
- dynamical systems