A Novel Probabilistic Model for 3D Object Recognition: Spin-Glass Markov Random Fields.
Barbara CaputoSahla BouattourDietrich PaulusPublished in: VMV (2001)
Keyphrases
- markov random field
- probabilistic model
- random fields
- graphical models
- belief propagation
- graph cuts
- mrf model
- maximum a posteriori
- conditional random fields
- image restoration
- parameter estimation
- object recognition
- higher order
- generative model
- pairwise
- image segmentation
- d objects
- range images
- energy function
- energy minimization
- bayesian inference
- bayesian networks
- map inference
- message passing
- latent variables
- textured images
- loopy belief propagation
- undirected graphical models
- expectation maximization
- low level vision
- hidden variables
- potential functions
- iterative conditional
- efficient inference
- image processing
- potts model
- scene labeling
- least squares
- discriminative random fields