Cost-Sensitive Multitask Active Learning for Characterization of Urban Environments With Remote Sensing.
Christian GeißMatthias ThomaHannes TaubenböckPublished in: IEEE Geosci. Remote. Sens. Lett. (2018)
Keyphrases
- cost sensitive
- remote sensing
- urban environments
- active learning
- multi task
- transfer learning
- urban areas
- learning tasks
- remote sensing images
- multi class
- change detection
- multi task learning
- multispectral
- satellite images
- supervised learning
- image analysis
- binary classification
- image processing
- hyperspectral
- learning problems
- learning algorithm
- high resolution
- training examples
- labeled data
- class imbalance
- semi supervised
- machine learning
- random sampling
- class distribution
- unlabeled data
- training set
- support vector machine
- learning process
- data analysis
- video sequences
- feature selection
- neural network
- e learning
- computer vision