Monte Carlo Dropout Ensembles for Robust Illumination Estimation.
Firas LaakomJenni RaitoharjuAlexandros IosifidisJarno NikkanenMoncef GabboujPublished in: IJCNN (2021)
Keyphrases
- monte carlo
- importance sampling
- monte carlo simulation
- global illumination
- markov chain
- monte carlo methods
- adaptive sampling
- partial occlusion
- monte carlo tree search
- single image
- matrix inversion
- light transport
- markovian decision
- point processes
- monte carlo method
- estimation error
- lighting conditions
- particle filter
- machine learning
- variance reduction
- temporal difference
- markov chain monte carlo
- optimal strategy
- illumination conditions
- parameter estimation
- quasi monte carlo