Active Learning Guided Fine-Tuning for Enhancing Self-Supervised based Multi-Label Classification of Remote Sensing Images.
Lars MöllenbrokBegüm DemirPublished in: IGARSS (2023)
Keyphrases
- remote sensing images
- fine tuning
- multi label classification
- active learning
- semi supervised learning
- semi supervised
- multi label
- change detection
- multispectral
- remote sensing
- binary classification
- labeled data
- image annotation
- supervised learning
- generalization error
- satellite images
- unlabeled data
- machine learning
- text categorization
- learning algorithm
- text classification
- multi class
- binary classifiers
- graph cuts
- training examples
- image processing
- classification algorithm
- relevance feedback
- transfer learning
- data streams
- training set
- multi modal
- class imbalance
- learning tasks
- image classification
- unsupervised learning
- image data
- hyperspectral
- image registration
- text mining
- naive bayes
- feature selection