Active Learning With Gaussian Process Classifier for Hyperspectral Image Classification.
Shujin SunPing ZhongHuaitie XiaoRunsheng WangPublished in: IEEE Trans. Geosci. Remote. Sens. (2015)
Keyphrases
- gaussian process
- hyperspectral image classification
- active learning
- semi supervised
- gaussian processes
- training set
- hyperparameters
- random sampling
- learning algorithm
- hyperspectral
- hyperspectral images
- gaussian process regression
- regression model
- training data
- bayesian framework
- supervised learning
- model selection
- feature space
- expectation propagation
- latent variables
- gaussian process models
- support vector machine
- support vector
- feature selection
- machine learning
- decision trees
- labeled data
- feature extraction
- closed form
- infrared
- hyperspectral data
- image analysis
- learning process