Synthetic Data for the Mitigation of Demographic Biases in Face Recognition.
Pietro MelziChristian RathgebRuben TolosanaRubén Vera-RodríguezAythami MoralesDominik LawatschFlorian DominMaxim SchaubertPublished in: IJCB (2023)
Keyphrases
- synthetic data
- face recognition
- face images
- data sets
- feature extraction
- mri data
- real world
- real image data
- linear discriminant analysis
- face detection
- recognition rate
- face identification
- discriminant analysis
- facial expressions
- local binary pattern
- orl face database
- principal component analysis
- face recognition algorithms
- human faces
- real life
- face recognition systems
- learning algorithm
- feature vectors
- facial images
- risk management
- feature representation
- computer vision
- face verification
- feature analysis
- gabor features
- correlation filters
- sparse representation
- recognize faces