A Probabilistic Joint Sparse Regression Model for Semisupervised Hyperspectral Unmixing.
Seyyede Fatemeh SeyyedsalehiHamid R. RabieeAli Soltani-FaraniAli ZarezadePublished in: IEEE Geosci. Remote. Sens. Lett. (2017)
Keyphrases
- hyperspectral
- regression model
- generalized linear models
- hyperspectral images
- hyperspectral data
- remote sensing
- multispectral
- infrared
- semi supervised
- gaussian process
- regression analysis
- hyperspectral imagery
- hyperspectral remote sensing
- model selection
- prediction model
- spatial resolution
- image data
- hyperspectral imaging
- target detection
- regression methods
- spectral bands
- explanatory variables
- satellite images
- information content
- random projections
- spectral data
- multivariate regression
- spectral signatures
- sparse representation
- neural network
- interval valued data
- reflectance spectra
- high dimensional
- pairwise
- feature extraction