A Belief Propagation algorithm for bias field estimation and image segmentation.
Rui HuangNong SangVladimir PavlovicDimitris N. MetaxasPublished in: ICIP (2011)
Keyphrases
- belief propagation
- markov random field
- graph cuts
- image segmentation
- segmentation algorithm
- graphical models
- energy function
- loopy belief propagation
- k means
- objective function
- preprocessing
- message passing
- dynamic programming
- expectation maximization
- pairwise
- computer vision
- parameter estimation
- image matching
- approximate inference