Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition.
Marco HuberPhilipp TerhörstFlorian KirchbuchnerNaser DamerArjan KuijperPublished in: CoRR (2022)
Keyphrases
- face recognition
- person identification
- face images
- decision theory
- expected utility
- face verification
- decision making
- decision makers
- discriminant analysis
- computer vision
- uncertain data
- decision rules
- recognition rate
- local binary pattern
- face databases
- face identification
- high confidence
- decision analysis
- confidence level
- inherent uncertainty
- model checking
- principal component analysis
- facial expressions
- probabilistic model
- feature extraction
- feature selection