The Role of Normalization in the Belief Propagation Algorithm
Victorin MartinJean-Marc LasgouttesCyril FurtlehnerPublished in: CoRR (2011)
Keyphrases
- belief propagation
- graphical models
- loopy belief propagation
- learning algorithm
- optimal solution
- preprocessing
- energy function
- dynamic programming
- message passing
- factor graphs
- pairwise
- expectation maximization
- approximate inference
- energy minimization
- free energy
- stereo matching
- computer vision
- image matching
- higher order
- graph cuts
- input data
- knapsack problem
- image registration
- probabilistic model
- objective function
- reinforcement learning
- image processing