Semisupervised Gaussian process regression for biophysical parameter estimation.
Yakoub BaziFarid MelganiPublished in: IGARSS (2010)
Keyphrases
- parameter estimation
- gaussian process regression
- semi supervised
- gaussian process
- model selection
- gaussian processes
- maximum likelihood
- least squares
- markov random field
- em algorithm
- expectation maximization
- random fields
- parameter values
- semi supervised learning
- parameter estimation algorithm
- hyperparameters
- approximate inference
- estimation problems
- image processing
- parameter estimates
- regression model
- incremental learning
- bayesian framework
- prior knowledge
- image sequences