Spectral band selection for vegetation properties retrieval using Gaussian processes regression.
Jochem VerrelstJuan Pablo RiveraAnatoly A. GitelsonJesús DelegidoJosé F. MorenoGustau Camps-VallsPublished in: Int. J. Appl. Earth Obs. Geoinformation (2016)
Keyphrases
- gaussian processes
- band selection
- hyperspectral imagery
- hyperspectral remote sensing
- gaussian process
- remote sensing
- hyperspectral
- gaussian process regression
- pixel classification
- covariance function
- hyperspectral images
- hyperspectral imaging
- spectral bands
- hyperspectral data
- hyperparameters
- multispectral
- multi task
- model selection
- denoising
- remote sensing images
- multispectral images
- image segmentation
- closed form
- regression model
- active learning