Kernel-predicting convolutional networks for denoising Monte Carlo renderings.
Steve BakoThijs VogelsBrian McWilliamsMark MeyerJan NovákAlex HarvillPradeep SenTony DeRoseFabrice RoussellePublished in: ACM Trans. Graph. (2017)
Keyphrases
- monte carlo
- denoising
- markov chain
- importance sampling
- image denoising
- adaptive sampling
- monte carlo methods
- monte carlo simulation
- noisy images
- total variation
- markovian decision
- conditional density estimation
- natural images
- monte carlo tree search
- particle filter
- temporal difference
- variance reduction
- kernel methods
- optimal strategy
- stochastic approximation
- matrix inversion
- confidence intervals
- markov chain monte carlo
- image processing
- kernel function
- support vector