Ordering for Communication-Efficient Quickest Change Detection in a Decomposable Graphical Model.
Yicheng ChenRick S. BlumBrian M. SadlerPublished in: IEEE Trans. Signal Process. (2021)
Keyphrases
- change detection
- graphical models
- markov networks
- belief propagation
- probabilistic model
- remote sensing images
- remote sensing
- random variables
- remotely sensed images
- probabilistic graphical models
- data streams
- structure learning
- approximate inference
- probabilistic inference
- image registration
- bayesian networks
- conditional random fields
- satellite images
- remote sensing imagery
- map inference
- shot change detection
- image segmentation
- conditional dependencies
- higher order
- undirected graphical models
- belief networks
- three dimensional
- gaussian graphical models
- nonparametric belief propagation
- data sets
- models with hidden variables