A novel hyperspectral remote sensing images classification using Gaussian Processes with conditional random fields.
Futian YaoYuntao QianZhenfang HuJiming LiPublished in: ISKE (2010)
Keyphrases
- conditional random fields
- gaussian processes
- band selection
- graphical models
- gaussian process
- hidden markov models
- hyperspectral
- classification accuracy
- hyperspectral images
- information extraction
- hyperspectral imagery
- hyperparameters
- support vector
- generative model
- probabilistic model
- machine learning
- higher order
- crf model
- class labels
- support vector machine
- feature selection
- pairwise
- multi task learning
- spectral bands
- cross validation
- feature set
- feature vectors
- training set
- decision trees
- prediction accuracy
- supervised learning