Boosting Gabor Feature Classifier for Face Recognition Using Random Subspace.
Yong GaoYangsheng WangXuetao FengXiaoxu ZhouPublished in: ICASSP (2) (2006)
Keyphrases
- ensemble learning
- adaboost algorithm
- classifier fusion
- ensemble methods
- weak classifiers
- base learners
- majority voting
- ensemble classifier
- base classifiers
- feature selection
- multiple classifier systems
- classifier ensemble
- learning algorithm
- support vector machine
- random forest
- decision trees
- classification algorithm
- individual classifiers
- human faces
- face images
- boosting algorithms
- training data
- nearest neighbor classifiers
- training samples
- class labels
- training set
- face detection
- feature subspace
- feature set
- facial expressions
- computer vision
- cost sensitive
- prediction accuracy
- training process
- support vector
- feature space
- k nearest neighbor
- video sequences
- nearest neighbor
- subspace methods
- linear combination
- detection method
- benchmark datasets
- facial features