How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
Vítor AlbieroKai ZhangKevin W. BowyerPublished in: CoRR (2020)
Keyphrases
- recognition accuracy
- training data
- face databases
- face recognition
- recognition rate
- face images
- data sets
- decision trees
- training set
- learning algorithm
- human faces
- improve the recognition rate
- test data
- supervised learning
- training examples
- test set
- labeled data
- elastic graph matching
- facial images
- recognition algorithm
- training process
- prior knowledge
- detection rate
- facial expressions
- classification accuracy
- principal component analysis
- support vector machine
- classification models
- training dataset
- pose variations
- face model
- gender recognition
- xm vts
- training samples
- feature selection