Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation.
Rafael Henrique VaretoManuel GüntherWilliam Robson SchwartzPublished in: SIBGRAPI (2023)
Keyphrases
- face recognition
- neural network
- gabor features
- feature representation
- mutual information
- gabor phase
- feature ranking
- feature extraction
- feature vectors
- image features
- network architecture
- information theory
- illumination insensitive
- entropy measure
- random forests
- ensemble methods
- recognition accuracy
- linear discriminant analysis
- information theoretic
- recognition rate
- discriminant analysis
- image classification
- weak classifiers
- pose variations
- information entropy
- face images
- feature analysis
- facial expressions
- training set
- discriminant features
- learning algorithm
- data sets