GMM-based SVM for face recognition.
Hervé BredinNajim DehakGérard CholletPublished in: ICPR (3) (2006)
Keyphrases
- face recognition
- support vector machine svm
- gaussian mixture model
- support vector
- feature vectors
- face images
- linear discriminant analysis
- support vector machine
- feature extraction
- svm classifier
- computer vision
- gaussian mixture
- feature space
- discriminant analysis
- support vectors
- machine learning
- local binary pattern
- mixture model
- recognition rate
- svm classification
- speaker recognition
- multi class svm
- feature selection
- multi class
- kernel function
- training set
- data sets
- training data
- gabor wavelets
- speaker identification
- hyperplane
- gaussian mixture modeling
- human faces
- face detection
- knn
- face databases
- sparse representation
- maximum margin
- em algorithm
- object detection
- face recognition systems
- facial expressions
- background subtraction
- ls svm
- multi class classification
- subspace methods
- active learning
- multiscale