Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes.
Kevin P. MurphyAntonio TorralbaWilliam T. FreemanPublished in: NIPS (2003)
Keyphrases
- graphical models
- belief propagation
- random variables
- probabilistic graphical models
- probabilistic model
- probabilistic inference
- approximate inference
- multiple objects
- map inference
- structure learning
- bayesian networks
- conditional dependencies
- markov networks
- graph structure
- belief networks
- conditional random fields
- keypoints
- conditional independence
- co occurrence
- exact inference
- factor graphs
- computer vision
- topic models
- model selection
- hidden markov models
- prior knowledge