Reliable face recognition by random subspace Support Vector Machine ensemble.
Bailing ZhangPublished in: ICMLC (2012)
Keyphrases
- random subspace
- subspace methods
- support vector machine
- face recognition
- random subspaces
- majority voting
- random forest
- classifier fusion
- multi class
- support vector machine svm
- svm classifier
- support vector
- ensemble methods
- linear discriminant analysis
- generalization ability
- machine learning
- face databases
- kernel methods
- feature selection
- kernel function
- training data
- nearest neighbor classifiers
- ensemble learning
- ensemble classifier
- feature vectors
- binary classification
- feature space
- principal component analysis
- knn
- classification algorithm
- linear subspace
- lower dimensional
- cost sensitive
- face images
- training set
- regression problems
- benchmark datasets
- small sample
- k nearest neighbor
- active learning
- computer vision