Boosting in Random Subspaces for Face Recognition.
Yong GaoYangsheng WangPublished in: ICPR (1) (2006)
Keyphrases
- random subspaces
- face recognition
- random subspace
- subspace methods
- ensemble methods
- classifier fusion
- class imbalance
- ensemble learning
- principal component analysis
- linear discriminant analysis
- face databases
- random forest
- face images
- recognition rate
- co training
- human faces
- feature selection
- base classifiers
- facial expressions
- face space
- machine learning methods
- recognition accuracy
- facial images
- majority voting
- weak classifiers
- subspace learning
- linear subspace
- cost sensitive
- feature representation
- random forests
- learning algorithm
- sparse representation
- benchmark datasets
- prediction accuracy
- face detection
- active learning
- feature extraction
- computer vision