Sparse Spectral Unmixing of Hyperspectral Images using Expectation-Propagation.
Zeng LiYoann AltmannJie ChenSteve McLaughlinSusanto RahardjaPublished in: VCIP (2020)
Keyphrases
- hyperspectral images
- expectation propagation
- hyperspectral
- hyperspectral imagery
- hyperspectral data
- gaussian process
- bayesian inference
- approximate inference
- density estimation
- spectral bands
- remote sensing
- multispectral
- multispectral images
- variational bayes
- belief propagation
- high dimensional
- infrared
- target detection
- latent variables
- bayesian framework
- spatial resolution
- information content
- regression model
- sparse representation
- graphical models
- gaussian processes
- probabilistic model
- co occurrence
- video sequences
- random projections
- bayesian methods
- model selection
- probabilistic inference
- similarity measure
- message passing