MRF-UNets: Searching UNet with Markov Random Fields.
Zifu WangMatthew B. BlaschkoPublished in: ECML/PKDD (3) (2022)
Keyphrases
- markov random field
- mrf model
- belief propagation
- higher order
- graph cuts
- energy function
- pairwise
- parameter estimation
- maximum a posteriori
- random fields
- image restoration
- energy minimization
- mrf optimization
- low level vision
- conditional random fields
- potential functions
- textured images
- mrf models
- image segmentation
- high order
- scene labeling
- iterative conditional
- prior model
- loopy belief propagation
- partition function
- efficient inference
- map estimation
- markov networks
- message passing
- map inference
- potts model
- piecewise constant functions