Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference.
Anna Mateo-SanchisJordi Muñoz-MaríAdrian Perez-SuayGustau Camps-VallsPublished in: IEEE Geosci. Remote. Sens. Lett. (2018)
Keyphrases
- gaussian processes
- parameter estimation
- remote sensing
- model selection
- gaussian process
- hyperparameters
- multispectral
- change detection
- maximum likelihood
- remote sensing images
- em algorithm
- markov random field
- least squares
- image analysis
- approximate inference
- causal models
- high resolution
- image processing
- hyperspectral
- input image
- cross validation
- multi task
- expectation maximization
- multi class
- video sequences
- posterior distribution
- regression model
- data mining
- bayesian networks
- random variables
- multiscale
- optical flow
- pattern recognition