Mitigating Class Imbalance for Facial Expression Recognition Using SMOTE on Deep Features.
Tara NourivandiSaurabh HindujaShivam SrivastavaJeffrey F. CohnShaun J. CanavanPublished in: FG (2024)
Keyphrases
- class imbalance
- class distribution
- high dimensionality
- imbalanced datasets
- active learning
- cost sensitive
- imbalanced data
- feature space
- cost sensitive learning
- majority class
- sampling methods
- class imbalanced
- imbalanced data sets
- minority class
- feature set
- high dimensional
- training data
- class labels
- benchmark datasets
- feature extraction