Liveness score-based regression neural networks for face anti-spoofing.
Youngjun KwakMinyoung JungHunjae YooJinho ShinChangick KimPublished in: CoRR (2023)
Keyphrases
- neural network
- liveness detection
- biometric systems
- regression model
- human faces
- face verification
- artificial neural networks
- neural network model
- pattern recognition
- regression analysis
- neural nets
- fuzzy systems
- face images
- linear regression
- model selection
- facial expressions
- activation function
- regression function
- regression methods
- locally weighted
- rule extraction
- nonlinear functions
- regression problems
- face recognition
- fuzzy logic
- iris recognition
- facial images
- polynomial regression
- self organizing maps
- genetic algorithm
- regression algorithm
- simple linear
- fault diagnosis
- lighting conditions