Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy.
Lorenzo BruzzoneMattia MarconciniPublished in: IEEE Trans. Geosci. Remote. Sens. (2009)
Keyphrases
- svm classifier
- domain adaptation
- land cover
- semi supervised
- support vector machine
- support vector machine svm
- support vector
- remote sensing
- feature vectors
- image classification
- change detection
- multispectral
- cross domain
- labeled data
- remote sensing images
- multiple sources
- satellite images
- semi supervised learning
- sentiment classification
- training set
- test data
- geographic information systems
- unlabeled data
- training data
- kernel function
- supervised classification
- target domain
- machine learning
- pattern recognition
- transfer learning
- database
- feature selection
- co training
- supervised learning
- database systems
- image analysis
- data sets