Improving OpenStreetMap missing building detection using few-shot transfer learning in sub-Saharan Africa.
Hao LiBenjamin HerfortSven LautenbachJiaoyan ChenAlexander ZipfPublished in: Trans. GIS (2022)
Keyphrases
- transfer learning
- detection algorithm
- learning tasks
- knowledge transfer
- reinforcement learning
- labeled data
- transfer knowledge
- cross domain
- domain adaptation
- machine learning
- multi task
- active learning
- collaborative filtering
- text classification
- multi task learning
- semi supervised learning
- text categorization
- learning algorithm
- transferring knowledge
- neural network
- event detection
- visual features
- logistic regression
- missing data
- machine learning algorithms
- target domain
- video data
- decision trees
- manifold alignment
- feature selection