Semi-supervised Learning for Classification of Polarimetric SAR-Data.
Ronny HänschOlaf HellwichPublished in: IGARSS (3) (2009)
Keyphrases
- semi supervised learning
- supervised learning
- improve the classification accuracy
- semi supervised classification
- co training
- semi supervised
- unlabeled data
- transductive support vector machine
- sar data
- labeled and unlabeled data
- machine learning
- unsupervised learning
- semi supervised learning algorithms
- sar imagery
- labeled data
- synthetic aperture radar
- classification accuracy
- pattern recognition
- unlabeled samples
- class labels
- text classification
- training data
- active learning
- label propagation
- polarimetric sar
- training set
- decision trees
- support vector machine
- probabilistic model
- feature space
- labeled instances
- target detection
- sar images
- pairwise
- bayesian networks
- feature extraction
- feature selection