Session MA1b: Graphical models in signal processing (invited).
Lorenzo VangelistaPublished in: ACSCC (2012)
Keyphrases
- graphical models
- signal processing
- random variables
- probabilistic model
- belief propagation
- probabilistic graphical models
- image processing
- probabilistic inference
- pattern recognition
- markov networks
- bayesian networks
- structure learning
- conditional independence
- approximate inference
- graph structure
- conditional random fields
- belief networks
- map inference
- computer vision
- exact inference
- exponential family
- directed acyclic
- loopy belief propagation
- chain graphs