Impact of Aerosol Model Selection on Water-Leaving Radiance Retrievals from Satellite Ocean Color Imagery.
Sean C. McCarthyRichard W. Gould Jr.James RichmanCourtney KearneyAdam LawsonPublished in: Remote. Sens. (2012)
Keyphrases
- model selection
- surface temperature
- cross validation
- parameter estimation
- hyperparameters
- lidar data
- high resolution
- regression model
- machine learning
- bayesian learning
- statistical learning
- sample size
- computer vision
- selection criterion
- generalization error
- mixture model
- variable selection
- motion segmentation
- error estimation
- feature selection
- model selection criteria
- meta learning
- leave one out cross validation
- gaussian process
- statistical inference
- training data
- image sequences
- bayesian networks
- image processing
- marginal likelihood
- support vector
- mutual information