Deep Active Learning for Multi-Label Classification of Remote Sensing Images.
Lars MöllenbrokBegüm DemirPublished in: CoRR (2022)
Keyphrases
- remote sensing images
- multi label classification
- active learning
- semi supervised learning
- multi label
- semi supervised
- remote sensing
- change detection
- multispectral
- binary classification
- labeled data
- generalization error
- supervised learning
- multi class
- image annotation
- satellite images
- cost sensitive
- machine learning
- binary classifiers
- unlabeled data
- classification algorithm
- learning algorithm
- text categorization
- hyperspectral
- training set
- text classification
- training examples
- class imbalance
- multiscale
- computer vision
- decision trees
- image classification
- graph cuts
- co occurrence
- high resolution
- learning process
- image analysis
- training data
- meta level
- pattern recognition
- cross validation