Modified AdaBoost based OCSVM ensemble for image retrieval.
Hong-Jie XingJian-Guo WuXue-Fang ChenPublished in: ICMLC (2012)
Keyphrases
- one class support vector machines
- image retrieval
- anomaly detection
- ensemble learning
- ensemble methods
- base classifiers
- object detection
- learning algorithm
- weak learners
- majority voting
- classifier ensemble
- decision trees
- support vector
- image database
- training data
- multi class
- face detection
- feature selection
- visual features
- image representation
- neural network
- generalization ability
- weak classifiers
- random forests
- image content
- base learners
- combining classifiers
- machine learning methods
- image matching
- relevance feedback
- support vector machine
- text retrieval
- training set
- decision tree ensembles
- cost sensitive
- retrieval method
- benchmark datasets
- class label noise