Subclass-based Undersampling for Class-imbalanced Image Classification.
Daniel LehmannMarc EbnerPublished in: VISIGRAPP (5: VISAPP) (2022)
Keyphrases
- image classification
- class imbalanced
- class imbalance
- class distribution
- active learning
- minority class
- cost sensitive
- image features
- image representation
- cost sensitive learning
- feature extraction
- multi label
- high dimensionality
- instance selection
- concept drift
- svm classifier
- sampling methods
- feature selection
- benchmark datasets
- high dimensional data
- nearest neighbor
- training data
- imbalanced data