Fast Reconstruction for Monte Carlo Rendering Using Deep Convolutional Networks.
Xin YangDawei WangWenbo HuLijing ZhaoXinglin PiaoDongsheng ZhouQiang ZhangBaocai YinQiang CaiXiaopeng WeiPublished in: IEEE Access (2019)
Keyphrases
- monte carlo
- global illumination
- deep learning
- markov chain
- monte carlo methods
- monte carlo simulation
- monte carlo tree search
- computer graphics
- importance sampling
- markovian decision
- light transport
- simulation study
- point processes
- monte carlo method
- stochastic approximation
- matrix inversion
- image reconstruction
- particle filter
- adaptive sampling
- graphical models
- temporal difference
- conditional density estimation
- deep belief networks
- optimal strategy
- texture mapping
- markov chain monte carlo
- shape recovery