Synthetic Data for the Mitigation of Demographic Biases in Face Recognition.
Pietro MelziChristian RathgebRuben TolosanaRubén Vera-RodríguezAythami MoralesDominik LawatschFlorian DominMaxim SchaubertPublished in: CoRR (2024)
Keyphrases
- synthetic data
- face recognition
- face images
- recognition accuracy
- human faces
- real world
- real image data
- discriminant analysis
- computer vision
- principal component analysis
- data sets
- face databases
- face detection
- facial expressions
- linear discriminant analysis
- feature extraction
- mri data
- recognition rate
- thermal infrared
- robust face recognition
- face identification
- elastic bunch graph matching
- face recognition systems
- subspace methods
- face verification
- pose variations
- illumination variations
- sparse representation
- infrared
- face recognition algorithms
- local binary pattern
- demographic data
- real life