Loss Functions for CNN-based Biometric Vein Recognition.
Ridvan Salih KuzuEmanuele MaioranaPatrizio CampisiPublished in: EUSIPCO (2020)
Keyphrases
- loss function
- convolutional neural network
- biometric recognition
- pattern recognition
- pairwise
- logistic regression
- feature extraction
- squared error
- personal identification
- loss minimization
- learning to rank
- risk minimization
- biometric systems
- empirical risk
- support vector
- iris recognition
- reproducing kernel hilbert space
- hinge loss
- convex loss functions
- boosting algorithms
- recognition algorithm
- decision trees
- special case
- active learning