Recovery Monitoring in Haiti After Hurricane Matthew Through Markov Random Fields and A Region-Based Approach.
Andrea De GiorgiGabriele MoserGiorgio BoniAnna Rita PisaniDeodato TapeteSimona ZoffoliSebastiano B. SerpicoPublished in: IGARSS (2019)
Keyphrases
- markov random field
- graph cuts
- random fields
- energy minimization
- higher order
- image restoration
- mrf model
- parameter estimation
- belief propagation
- image segmentation
- maximum a posteriori
- conditional random fields
- pairwise
- potts model
- message passing
- low level vision
- map estimation
- piecewise constant functions
- map inference
- loopy belief propagation
- markov networks
- energy function
- potential functions
- mrf models
- partition function
- prior models
- graphical models
- computer vision
- multiscale
- image understanding