Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference.
Anna Mateo-SanchisJordi Muñoz-MaríAdrián Pérez-SuayGustau Camps-VallsPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- remote sensing
- gaussian processes
- model selection
- gaussian process
- hyperparameters
- change detection
- least squares
- maximum likelihood
- em algorithm
- remote sensing images
- multispectral
- markov random field
- hyperspectral
- image analysis
- causal models
- high resolution
- image processing
- approximate inference
- posterior distribution
- cross validation
- markov chain monte carlo
- expectation maximization
- input image
- machine learning
- multi task
- regression model
- super resolution
- higher order
- data mining
- maximum a posteriori
- pairwise
- reinforcement learning
- high quality
- feature selection