Graph-based Active Learning for Semi-supervised Classification of SAR Data.
Kevin MillerJohn MauroJason SetiadiXoaquin BacaZhan ShiJeff CalderAndrea L. BertozziPublished in: CoRR (2022)
Keyphrases
- semi supervised classification
- semi supervised
- active learning
- sar data
- synthetic aperture radar
- semi supervised learning
- sar images
- unlabeled data
- labeled data
- sar imagery
- supervised learning
- unsupervised learning
- pairwise constraints
- co training
- training examples
- parameter estimation
- image reconstruction
- training set
- learning algorithm
- transfer learning
- labeled and unlabeled data
- metric learning
- class labels
- cost sensitive
- pairwise
- decision trees
- generalization error
- markov random field