Deep Active Learning for Multi-Label Classification of Remote Sensing Images.
Lars MöllenbrokGencer SumbulBegüm DemirPublished in: IEEE Geosci. Remote. Sens. Lett. (2023)
Keyphrases
- remote sensing images
- multi label classification
- active learning
- semi supervised learning
- multi label
- semi supervised
- change detection
- remote sensing
- multispectral
- labeled data
- binary classification
- image annotation
- text categorization
- unlabeled data
- generalization error
- multi class
- machine learning
- binary classifiers
- satellite images
- supervised learning
- training examples
- image processing
- classification algorithm
- image classification
- cost sensitive
- learning process
- learning algorithm
- class imbalance
- training set
- image analysis
- transfer learning
- text classification
- hyperspectral
- high quality
- meta level
- graph cuts
- image understanding
- multi modal
- learning problems
- relevance feedback
- similarity measure
- class labels