Monte Carlo Dropout Ensembles for Robust Illumination Estimation.
Firas LaakomJenni RaitoharjuAlexandros IosifidisJarno NikkanenMoncef GabboujPublished in: CoRR (2020)
Keyphrases
- monte carlo
- importance sampling
- monte carlo simulation
- global illumination
- markov chain
- partial occlusion
- monte carlo methods
- monte carlo tree search
- light transport
- matrix inversion
- monte carlo method
- stochastic approximation
- variance reduction
- optimal strategy
- estimation error
- markovian decision
- markov chain monte carlo
- decision trees
- illumination conditions
- game tree
- confidence intervals
- density estimation
- lighting conditions
- particle filter
- adaptive sampling
- computational cost