Random subspace support vector machine ensemble for reliable face recognition.
Bailing ZhangPublished in: Int. J. Biom. (2014)
Keyphrases
- random subspace
- subspace methods
- support vector machine
- face recognition
- random subspaces
- random forest
- svm classifier
- support vector machine svm
- linear discriminant analysis
- multi class
- majority voting
- machine learning
- ensemble methods
- classifier fusion
- support vector
- face databases
- training data
- binary classification
- feature vectors
- kernel function
- k nearest neighbor
- feature space
- principal component analysis
- face detection
- feature selection
- kernel methods
- knn
- sparse representation
- training set
- small sample
- random forests
- face images
- training samples
- ensemble classifier
- linear subspace
- high dimensional
- facial expressions
- learning algorithm