Graphical Models for Computer Vision and Image Processing.
Maurício MarengoniPublished in: RITA (2002)
Keyphrases
- graphical models
- computer vision and image processing
- belief propagation
- probabilistic model
- image restoration
- signal processing
- random variables
- approximate inference
- probabilistic graphical models
- probabilistic inference
- bayesian networks
- map inference
- conditional independence
- book presents
- markov networks
- conditional random fields
- structure learning
- level set method
- exact inference
- image analysis
- computer vision
- computer scientists
- statistical inference
- medical imaging
- artificial intelligence
- researchers and practitioners
- message passing
- markov random field
- factor graphs