Continuous Markov Random Fields for Robust Stereo Estimation
Koichiro YamaguchiTamir HazanDavid A. McAllesterRaquel UrtasunPublished in: CoRR (2012)
Keyphrases
- markov random field
- low level vision
- discontinuity preserving
- parameter estimation
- map estimation
- random fields
- maximum a posteriori
- mrf model
- higher order
- image restoration
- belief propagation
- optical flow estimation
- image segmentation
- energy minimization
- maximum a posteriori probability
- graph cuts
- potential functions
- energy function
- pairwise
- computer vision
- mrf models
- loopy belief propagation
- potts model
- maximum a posterior
- efficient inference
- iterative conditional
- bayesian estimation
- stereo vision
- stereo matching
- conditional random fields
- maximum likelihood
- textured images
- message passing
- image pairs
- image understanding
- map inference
- graphical models
- image analysis