Multiclass Adaboost and Coupled Classifiers for Object Detection.
Rodrigo VerschaeJavier Ruiz-del-SolarPublished in: CIARP (2008)
Keyphrases
- multi class
- object detection
- multiclass classification
- binary classifiers
- error correcting output codes
- linear classifiers
- boosting algorithms
- boosted classifiers
- multinomial logistic regression
- face detection
- haar like features
- feature selection
- binary classification problems
- object class
- binary classification tasks
- multiclass problems
- multi class classifier
- binary classification
- pairwise
- object categories
- base classifiers
- multi class problems
- single class
- multiple classes
- adaboost algorithm
- cost sensitive
- multi class classification
- support vector machine
- training data
- decision trees
- multi class boosting
- multiclass svm
- multiclass learning
- feature set
- ensemble learning
- perceptron algorithm
- support vector
- data sets
- multiclass support vector machines
- majority voting
- naive bayes
- training set
- weak classifiers
- machine learning methods
- classification algorithm
- loss function
- machine learning algorithms