Probabilistic shape models: the role of the partition function.
Arnaldo J. AbrantesJorge S. MarquesPublished in: ICASSP (1997)
Keyphrases
- shape model
- partition function
- markov random field
- energy function
- upper bound
- approximate inference
- closed form
- bayesian networks
- shape prior
- belief propagation
- random fields
- probability density function
- importance sampling
- probabilistic model
- upper and lower bounds
- lower bound
- generative model
- graph cuts
- maximum likelihood estimation
- structure learning
- bayesian framework
- graphical models
- higher order
- structured prediction
- image processing
- probabilistic inference
- belief networks
- special case