Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration.
Ketan KotwalSébastien MarcelPublished in: WACV (Workshops) (2024)
Keyphrases
- face recognition
- face images
- recognition rate
- camera calibration
- face recognition systems
- discriminant analysis
- kernel discriminant analysis
- least squares
- feature extraction
- local binary pattern
- face detection
- recognition accuracy
- sparse representation
- autocalibration
- face databases
- human faces
- demographic data
- orl face database
- computer vision
- image sequences
- score function
- face recognition algorithms
- small animal
- risk management
- facial images
- linear discriminant analysis
- focal length
- camera parameters
- risk minimization
- match scores
- principal component analysis
- facial expressions
- support vector
- hand eye coordination