Face Recognition Using Angular LDA and SVM Ensembles.
Raymond S. SmithJosef KittlerMiroslav HamouzJohn IllingworthPublished in: ICPR (3) (2006)
Keyphrases
- linear discriminant analysis
- support vector machine svm
- random subspace
- support vector
- face recognition
- subspace methods
- latent dirichlet allocation
- ensemble methods
- random forest
- face images
- human faces
- discriminant analysis
- topic models
- imbalanced data
- support vector machine
- feature space
- knn
- generalization ability
- face databases
- facial expressions
- dimensionality reduction
- svm classification
- feature extraction
- ensemble learning
- feature selection
- decision trees
- generative model
- classification algorithm
- pattern recognition
- feature ranking
- topic modeling
- multi class
- facial features
- machine learning
- discriminating power
- feature vectors
- facial images
- base classifiers
- principal component analysis
- hyperplane
- k nearest neighbor
- training set
- cost sensitive
- linear subspace
- kernel function
- logistic regression
- training data
- classification method
- null space