Face recognition using independent component analysis and support vector machines.
Oscar DénizModesto Castrillón SantanaMario HernándezPublished in: Pattern Recognit. Lett. (2003)
Keyphrases
- face recognition
- support vector
- large margin classifiers
- learning machines
- linear discriminant analysis
- discriminant analysis
- face images
- cross validation
- kernel methods
- support vector machine
- kernel function
- human faces
- principal component analysis
- loss function
- multi class
- classification accuracy
- feature selection
- local binary pattern
- robust face recognition
- face databases
- recognition accuracy
- feature extraction
- neural network
- logistic regression
- face detection
- hyperplane
- generalization ability
- method for face recognition
- soft margin
- multi class classification
- learning algorithm
- decision function
- recognition rate
- generalization bounds
- face recognition algorithms
- maximum margin
- computer vision
- binary classification
- radial basis function