Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields.
Fan LiLinlin XuParthipan SivaAlexander WongDavid A. ClausiPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2015)
Keyphrases
- training samples
- conditional random fields
- ensemble learning
- base classifiers
- supervised learning
- training set
- training data
- unlabeled data
- graphical models
- generalization ability
- learning algorithm
- ensemble methods
- feature space
- markov random field
- probabilistic model
- information extraction
- training examples
- generative model
- higher order
- hyperplane
- random forest
- pairwise
- high dimensional
- semi supervised
- data sets
- machine learning
- unsupervised learning
- active learning
- face images
- concept drift
- semi supervised learning
- bayesian networks
- feature selection
- text mining
- pattern recognition
- class labels
- segmentation method
- feature extraction
- classification accuracy
- decision trees