Face recognition by SVMS classification of 2D and 3D Radial Geodesics.
Stefano BerrettiAlberto Del BimboPietro PalaFrancisco Silva-MataPublished in: ICME (2008)
Keyphrases
- support vector
- face recognition
- support vector machine svm
- feature selection
- support vector machine
- pattern recognition
- classification algorithm
- feature vectors
- classification method
- generalization ability
- training support vector machines
- feature extraction
- feature space
- machine learning
- multiclass classification
- linear discriminant analysis
- text classification
- rule based classifier
- majority voting
- support vector machine classifiers
- kernel methods
- svm classifier
- image classification
- recognition rate
- decision trees
- margin maximization
- structured learning
- svm classification
- training set
- facial expressions
- pattern classification
- feature set
- vector field
- naive bayes classifier
- multi class classification
- supervised learning
- reduced set
- training data
- fisher linear discriminant
- sequential minimal optimization
- face detection
- computer vision