Soft margin AdaBoost for face pose classification.
Ying GuoGeoff PoultonJiaming LiMark HedleyRong-yu QiaoPublished in: ICASSP (3) (2003)
Keyphrases
- soft margin
- support vector
- boosting algorithms
- generalization ability
- support vector machine
- decision trees
- parameter selection
- classification accuracy
- class conditional
- pattern recognition
- feature selection
- cost sensitive
- multi class
- object detection
- learning algorithm
- training data
- support vector machine svm
- image classification
- supervised learning
- generalization error
- ensemble methods
- data sets
- machine learning methods
- cross validation
- loss function
- face detection
- model selection
- training set
- generative model
- weak classifiers
- graph cuts
- face recognition
- real time