Support Vector Machines for Face Recognition.
K. S. HareeshaSuryakanth V. GangashettyV. RamaswamyPublished in: IICAI (2005)
Keyphrases
- support vector
- face recognition
- learning machines
- linear discriminant analysis
- large margin classifiers
- discriminant analysis
- face images
- support vector machine
- cross validation
- logistic regression
- kernel function
- classification accuracy
- human faces
- local binary pattern
- kernel methods
- binary classification
- recognition rate
- loss function
- face databases
- hyperplane
- generalization ability
- maximum margin
- orl face database
- computer vision
- elastic bunch graph matching
- support vector regression
- robust face recognition
- facial images
- radial basis function
- sparse representation
- image classification
- multi class
- training set
- feature extraction
- feature selection