A Bayesian Inference Framework for Procedural Material Parameter Estimation.
Yu GuoMilos HasanLing-Qi YanShuang ZhaoPublished in: Comput. Graph. Forum (2020)
Keyphrases
- parameter estimation
- bayesian inference
- model selection
- probabilistic model
- statistical inference
- em algorithm
- maximum likelihood
- markov random field
- hyperparameters
- random fields
- expectation maximization
- least squares
- statistical models
- markov chain monte carlo
- model fitting
- parameter estimates
- parameter estimation algorithm
- hierarchical bayesian
- expectation propagation
- gibbs sampling
- structure learning
- gaussian process
- training data