The Harms of Demographic Bias in Deep Face Recognition Research.
Raul Vicente-GarciaLukasz WandzikLouisa GrabnerJörg KrügerPublished in: ICB (2019)
Keyphrases
- face recognition
- face images
- recognition rate
- computer vision
- discriminant analysis
- face databases
- recognition accuracy
- feature extraction
- face detection
- local binary pattern
- sparse representation
- principal component analysis
- face identification
- demographic data
- orl face database
- human faces
- variance reduction
- single image
- trade off
- facial images
- deep learning
- method for face recognition
- neighborhood preserving