Automatic Image Region Annotation by Genetic Algorithm-Based Joint Classifier and Feature Selection in Ensemble System.
Anh Vu LuongTien Thanh NguyenXuan Cuong PhamThi Thu Thuy NguyenAlan Wee-Chung LiewBela StanticPublished in: ACIIDS (1) (2018)
Keyphrases
- feature selection
- image regions
- feature set
- ensemble classifier
- ensemble learning
- manual annotation
- feature space
- feature ranking
- automatic annotation
- feature subset
- support vector machine
- multiple classifiers
- support vector
- image content
- feature selection and classifier
- random forest
- feature selection algorithms
- ensemble methods
- image features
- text categorization
- training data
- classifier ensemble
- classification accuracy
- text classification
- wrapper feature selection
- final classification
- low level
- multi class
- naive bayes
- image data
- active learning
- training set
- decision trees
- machine learning
- spatial context
- learning algorithm
- combining classifiers
- fold cross validation
- base classifiers
- knn
- image retrieval
- feature extraction
- automatic image annotation
- affine invariant
- classification models
- binary classification problems
- image annotation
- classification method
- contextual information
- multiple classifier systems
- high level