Mixture of multivariate Gaussian processes for classification of irregularly sampled satellite image time-series.
Alexandre ConstantinMathieu FauvelStéphane GirardPublished in: Stat. Comput. (2022)
Keyphrases
- gaussian processes
- satellite images
- gaussian process
- remotely sensed
- change detection
- pattern recognition
- remote sensing
- model selection
- decision trees
- support vector
- hyperparameters
- multi task learning
- preference learning
- multispectral
- gaussian process regression
- supervised learning
- covariance function
- machine learning algorithms
- cross validation
- feature extraction
- computer vision
- remotely sensed imagery
- data sets
- class labels
- non stationary
- unsupervised learning
- image registration
- multi class
- image analysis