Support Vector Guided Softmax Loss for Face Recognition.
Xiaobo WangShuo WangShifeng ZhangTianyu FuHailin ShiTao MeiPublished in: CoRR (2018)
Keyphrases
- face recognition
- support vector
- linear discriminant analysis
- face images
- discriminant analysis
- support vector machine
- recognition rate
- principal component analysis
- face recognition systems
- generalization ability
- cross validation
- learning machines
- face detection
- kernel methods
- logistic regression
- loss function
- face identification
- classification accuracy
- support vectors
- pose variations
- binary classification
- method for face recognition
- recognition accuracy
- computer vision
- svm classifier
- kernel function
- feature extraction
- human faces
- activation function
- multi class classification
- dimensionality reduction
- decision function
- radial basis function
- training examples
- robust face recognition
- large margin classifiers
- orl face database
- elastic bunch graph matching