Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques.
M. J. ShafieeAlexander WongParthipan SivaPaul W. FieguthPublished in: ICIP (2014)
Keyphrases
- conditional random fields
- fully connected
- bayesian inference
- probabilistic model
- graphical models
- efficient inference
- generative model
- markov networks
- hidden markov models
- higher order
- markov random field
- information extraction
- random fields
- structured prediction
- latent variables
- probabilistic inference
- approximate inference
- conditional probabilities
- neural network
- probabilistic graphical models
- particle filter
- image segmentation