Alternating Scheme for Supervised Parameter Learning with Application to Image Segmentation.
Lucas FranekXiaoyi JiangPublished in: CAIP (1) (2011)
Keyphrases
- application to image segmentation
- parameter learning
- probabilistic graphical models
- bayesian networks
- structure learning
- generative model
- conditional random fields
- maximum likelihood
- statistical learning
- em algorithm
- graphical models
- approximate inference
- markov random field
- hidden variables
- parameter estimation
- probabilistic model
- semi supervised
- feature selection
- probabilistic inference
- expectation maximization
- message passing
- markov networks
- supervised learning
- latent variables
- exact inference
- machine learning