Graphical Model Approach to Iris Matching Under Deformation and Occlusion.
Ryan A. KerekesNarayanaswamy BalakrishnanJason ThorntonMarios SavvidesB. V. K. Vijaya KumarPublished in: CVPR (2007)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic graphical models
- random variables
- probabilistic inference
- approximate inference
- conditional random fields
- bayesian networks
- markov networks
- structure learning
- matching algorithm
- graph structure
- iris recognition
- exact inference
- conditional independence
- map inference
- undirected graphical models
- generative model
- level set
- image registration
- factor graphs
- conditional dependencies
- gaussian graphical models
- belief networks
- image sequences
- reinforcement learning
- nonparametric belief propagation