Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models.
Nemanja PetrovicIra CohenBrendan J. FreyRalf KoetterThomas S. HuangPublished in: CVPR (1) (2001)
Keyphrases
- graphical models
- belief propagation
- message passing
- probabilistic model
- approximate inference
- probabilistic graphical models
- probabilistic inference
- markov networks
- random variables
- bayesian networks
- loopy belief propagation
- conditional random fields
- factor graphs
- fixed point
- structure learning
- energy minimization
- belief networks
- shape from shading
- three dimensional
- conditional independence
- exact inference
- free energy
- d objects
- partition function
- nonparametric belief propagation
- marginal probabilities
- parameter estimation
- input image
- image sequences