SAME but Different: Fast and High Quality Gibbs Parameter Estimation.
Huasha ZhaoBiye JiangJohn F. CannyBobby JarosPublished in: KDD (2015)
Keyphrases
- parameter estimation
- high quality
- markov random field
- markov chain monte carlo
- maximum likelihood
- model selection
- statistical models
- random fields
- least squares
- approximate inference
- em algorithm
- expectation maximization
- higher order
- posterior distribution
- ground truth
- parameter values
- structure learning
- maximum likelihood estimation
- parameters estimation
- image segmentation
- parameter estimation algorithm
- energy function
- belief propagation
- estimation problems
- pairwise
- conditional random fields
- maximum a posteriori
- model fitting
- machine learning
- gibbs sampling
- parameter estimates
- high resolution
- three dimensional
- image processing