Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images.
Claudio PerselloLorenzo BruzzonePublished in: IEEE Trans. Geosci. Remote. Sens. (2012)
Keyphrases
- domain adaptation
- supervised classification
- remote sensing images
- active learning
- supervised learning
- labeled data
- semi supervised
- semi supervised learning
- unlabeled data
- transfer learning
- change detection
- remote sensing
- multispectral
- unsupervised learning
- remotely sensed images
- co training
- land cover
- target domain
- unsupervised classification
- satellite images
- learning algorithm
- machine learning
- training examples
- remote sensing data
- cross domain
- multispectral images
- training set
- knowledge transfer
- multiple sources
- sentiment classification
- data sets
- hyperspectral
- training data
- image processing
- test data
- training samples
- neural network
- learning process
- clustering algorithm
- image segmentation
- data streams
- pairwise
- image analysis
- text classification
- dimensionality reduction
- high resolution
- image data