Selection of unlabeled source domains for domain adaptation in remote sensing.
Christian GeißAlexander RabuskePatrick Aravena PelizariStefan BauerHannes TaubenböckPublished in: Array (2022)
Keyphrases
- remote sensing
- target domain
- domain adaptation
- labeled data
- unlabeled data
- source domain
- cross domain
- training data
- transfer learning
- semi supervised learning
- change detection
- semi supervised
- multispectral
- multiple sources
- remote sensing images
- training samples
- active learning
- image analysis
- remote sensing imagery
- text classification
- image processing
- supervised learning
- remote sensing data
- hyperspectral
- high resolution
- source and target domains
- satellite images
- satellite data
- test data
- co training
- automatic image registration
- class labels
- prior knowledge
- domain specific
- training examples
- earth observation
- unsupervised learning
- data points
- learning algorithm
- training set
- land cover
- pairwise
- multiple views
- sentiment classification
- machine learning
- data sets