A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images.
Pierre-Antoine ThouveninNicolas DobigeonJean-Yves TourneretPublished in: IEEE Trans. Computational Imaging (2018)
Keyphrases
- hyperspectral images
- hierarchical bayesian model
- remote sensing
- multispectral
- hyperspectral
- hyperspectral imagery
- change detection
- hyperspectral data
- hierarchical bayesian
- remote sensing images
- multispectral images
- generative model
- spectral bands
- remotely sensed images
- satellite images
- latent dirichlet allocation
- transfer learning
- topic models
- spectral data
- approximate inference
- multi band
- image data
- hyperspectral remote sensing
- high resolution
- topic modeling
- image analysis
- target detection
- spatial resolution
- image processing
- infrared
- feature space
- pattern recognition
- spectral resolution
- computer vision
- graphical models
- probabilistic model
- active learning