Interactive reconstruction of Monte Carlo image sequences using a recurrent denoising autoencoder.
Chakravarty R. Alla ChaitanyaAnton S. KaplanyanChristoph SchiedMarco SalviAaron E. LefohnDerek NowrouzezahraiTimo AilaPublished in: ACM Trans. Graph. (2017)
Keyphrases
- monte carlo
- denoising
- image sequences
- three dimensional
- image denoising
- markov chain
- monte carlo simulation
- importance sampling
- total variation
- noisy images
- monte carlo methods
- markovian decision
- adaptive sampling
- monte carlo tree search
- optical flow
- object tracking
- stochastic approximation
- global illumination
- image reconstruction
- variance reduction
- particle filter
- image processing
- structure from motion
- video sequences
- game tree
- high resolution
- monte carlo method
- computer graphics
- quasi monte carlo