Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems.
Chetan AroraSubhashis BanerjeePrem Kumar KalraS. N. MaheshwariPublished in: CVPR (2014)
Keyphrases
- markov random field
- approximate inference
- labeling problems
- belief propagation
- higher order
- maximum a posteriori
- parameter estimation
- graph cuts
- message passing
- loopy belief propagation
- conditional random fields
- energy minimization
- energy function
- pairwise
- graphical models
- exact inference
- bayesian framework
- natural images
- image segmentation
- hyperparameters
- probabilistic inference
- potential functions
- posterior distribution
- max flow
- bayesian networks
- free energy
- image processing
- image matching
- segmentation algorithm
- optical flow
- three dimensional
- computer vision