Spectral band selection for vegetation properties retrieval using Gaussian processes regression.
Jochem VerrelstJuan Pablo RiveraAnatoly A. GitelsonJesús DelegidoJosé F. MorenoGustau Camps-VallsPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- band selection
- hyperspectral imagery
- gaussian process
- hyperspectral remote sensing
- remote sensing
- hyperspectral
- hyperspectral images
- gaussian process regression
- covariance function
- spectral bands
- pixel classification
- hyperspectral imaging
- multispectral
- multi task
- hyperspectral data
- model selection
- hyperparameters
- regression model
- target detection
- remote sensing images
- image processing