Deep Dual Loss BRDF Parameter Estimation.
Mark BossFabian GrohSebastian HerholzHendrik P. A. LenschPublished in: MAM@EGSR (2018)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- least squares
- statistical models
- markov random field
- em algorithm
- random fields
- parameter values
- parameter estimation algorithm
- maximum likelihood estimation
- approximate inference
- model fitting
- posterior distribution
- spherical harmonics
- light source
- expectation maximization
- parameters estimation
- similarity measure
- structure learning
- estimation problems
- high dimensional
- pairwise
- three dimensional