Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation.
Hao LiangPietro PeronaGuha BalakrishnanPublished in: CoRR (2023)
Keyphrases
- face recognition
- face images
- human faces
- face identification
- face recognition systems
- face detection
- recognizing faces
- recognition rate
- feature extraction
- human users
- recognition accuracy
- data sets
- real world
- machine learning
- local binary pattern
- face databases
- evaluation method
- computer vision
- face space
- face recognition algorithms
- d morphable model
- discriminant analysis
- evaluation criteria
- evaluation metrics
- linear discriminant analysis
- object detection
- neural network