Semi-Supervised Learning for Ill-Posed Polarimetric SAR Classification.
Stefan UhlmannSerkan KiranyazMoncef GabboujPublished in: Remote. Sens. (2014)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- improve the classification accuracy
- semi supervised
- co training
- transductive support vector machine
- semi supervised learning algorithms
- uci datasets
- unsupervised learning
- unlabeled data
- labeled and unlabeled data
- labeled data
- machine learning
- unlabeled samples
- supervised learning algorithms
- text classification
- classification accuracy
- active learning
- pattern recognition
- labeled instances
- training data
- incremental learning
- manifold regularization
- label propagation
- semi supervised learning methods
- feature selection
- learning models
- training samples
- least squares
- feature vectors
- feature space
- decision trees
- decision boundary
- classification models
- transfer learning
- class labels
- graph construction
- training examples
- training set
- support vector
- feature extraction
- graph based semi supervised learning