Active Learning for Domain Adaptation in Classification of Remote Sensing Data by Minimizing Expected Error with Diversity Maximization.
Arash SabooriHassan GhassemianPublished in: IST (2018)
Keyphrases
- domain adaptation
- remote sensing data
- active learning
- labeled data
- semi supervised
- document classification
- transfer learning
- supervised learning
- semi supervised learning
- co training
- machine learning
- remote sensing
- classification accuracy
- pattern recognition
- text classification
- unlabeled data
- training set
- support vector
- test data
- support vector machine
- class labels
- remote sensing images
- cross domain
- hyperspectral images
- classification algorithm
- multispectral
- decision trees
- image processing
- target domain
- sentiment classification
- land cover
- expected error
- multiple sources
- image classification
- objective function
- feature selection
- computer vision
- test set
- text categorization
- domain specific
- feature vectors
- pairwise