Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth.
Utsav B. GewaliSildomar T. MonteiroEli SaberPublished in: Remote. Sens. (2019)
Keyphrases
- parameter estimation
- gaussian processes
- hyperspectral data
- remote sensing
- hyperspectral
- model selection
- gaussian process
- hyperspectral images
- hyperspectral imagery
- hyperparameters
- maximum likelihood
- least squares
- em algorithm
- multispectral
- markov random field
- random projections
- change detection
- parameter values
- multi task
- remote sensing images
- target detection
- infrared
- satellite images
- high resolution
- image analysis
- spatial resolution
- high quality
- closed form
- sample size
- regression model