How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
Vítor AlbieroKai ZhangKevin W. BowyerPublished in: IJCB (2020)
Keyphrases
- recognition accuracy
- training data
- face databases
- recognition rate
- face recognition
- face images
- training set
- human faces
- learning algorithm
- data sets
- test data
- facial images
- decision trees
- training examples
- classification accuracy
- training process
- test set
- prior knowledge
- supervised learning
- facial expressions
- object recognition
- noisy data
- gender recognition
- face authentication
- learned from training data
- feature extraction
- active learning
- training dataset
- discriminating power