Composing Globally Consistent Pathway Parameter Estimates Through Belief Propagation.
Geoffrey KohLisa Tucker-KelloggDavid HsuP. S. ThiagarajanPublished in: WABI (2007)
Keyphrases
- belief propagation
- globally consistent
- parameter estimates
- parameter estimation
- markov random field
- graphical models
- maximum likelihood
- experimental data
- graph cuts
- dynamic model
- global consistency
- pairwise
- stereo matching
- global information
- parametric models
- energy function
- free energy
- closed form solutions
- higher order
- em algorithm
- topological map
- optimal solution
- high quality
- image processing
- maximum a posteriori
- upper bound
- bayesian inference
- probabilistic model
- special case
- bayesian networks