Graphical Models in Loopy Distribution Grids: Topology estimation, change detection and limitation.
Deepjyoti DekaSaurav TalukdarMichael ChertkovMurti V. SalapakaPublished in: CoRR (2019)
Keyphrases
- graphical models
- change detection
- random variables
- belief propagation
- exponential family
- approximate inference
- probabilistic model
- probabilistic inference
- remote sensing
- remote sensing images
- data streams
- probabilistic graphical models
- remotely sensed images
- bayesian networks
- image registration
- map inference
- structure learning
- conditional random fields
- markov networks
- remote sensing imagery
- belief networks
- satellite images
- conditional independence
- joint distribution
- factor graphs
- message passing
- loopy belief propagation
- land cover
- man made structures
- exact inference
- marginal distributions
- probability distribution
- high quality
- statistical inference
- latent variables
- markov logic networks
- multispectral
- statistical relational learning
- parameter estimation
- higher order
- possibilistic networks
- chain graphs
- gamma distributions
- image processing