Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation.
Hao LiangPietro PeronaGuha BalakrishnanPublished in: ICCV (2023)
Keyphrases
- face recognition
- face images
- human faces
- face identification
- face recognition algorithms
- evaluation criteria
- discriminant analysis
- computer vision
- recognizing faces
- linear discriminant analysis
- local binary pattern
- human interaction
- real world
- face recognition systems
- face detection
- human subjects
- recognition accuracy
- principal component analysis
- recognition rate
- face databases
- feature vectors
- human experts
- pose variations
- feature extraction
- feature selection
- person identification
- face analysis
- face matching
- method for face recognition
- frontal face images