A novel active learning strategy for domain adaptation in the classification of remote sensing images.
Claudio PerselloLorenzo BruzzonePublished in: IGARSS (2011)
Keyphrases
- learning strategies
- remote sensing images
- domain adaptation
- change detection
- multi spectral images
- document classification
- remote sensing
- multispectral
- landsat etm
- active learning
- online learning
- labeled data
- pattern recognition
- decision trees
- text classification
- feature extraction
- classification algorithm
- machine learning
- multiple sources
- class labels
- cross domain
- support vector machine
- co training
- unsupervised learning
- model selection
- target domain
- feature vectors
- satellite images
- feature space
- feature representation
- semi supervised learning
- training samples
- unlabeled data
- data sets
- multi view
- prior knowledge
- training set
- computer vision
- neural network