Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters.
Marshall F. TappenWilliam T. FreemanPublished in: ICCV (2003)
Keyphrases
- graph cuts
- belief propagation
- markov random field
- message passing
- stereo matching
- energy function
- disparity map
- stereo algorithms
- energy minimization
- partition function
- parameter estimation
- discontinuity preserving
- approximate inference
- image segmentation
- loopy belief propagation
- graphical models
- low level vision
- computer vision
- fixed point
- labeling problems
- maximum a posteriori
- expectation maximization
- pairwise
- three dimensional
- stereo vision
- stereo images
- mrf optimization
- statistical physics
- stereo pair
- early vision
- mrf models
- generalized belief propagation
- post processing
- min cut
- input data
- maximum likelihood
- depth map
- max flow
- high quality
- exact inference
- energy minimization problems