Fuzzy SVM Ensembles for Relevance Feedback in Image Retrieval.
Yong RaoPadmavathi MundurYelena YeshaPublished in: CIVR (2006)
Keyphrases
- rough sets
- relevance feedback
- fuzzy sets
- image retrieval
- fuzzy logic
- membership functions
- support vector machine svm
- support vector
- fuzzy rules
- cbir systems
- image search
- region based image retrieval
- imbalanced data
- image database
- information retrieval systems
- document retrieval
- query expansion
- support vector machine
- active learning
- feature space
- user feedback
- retrieval precision
- fuzzy numbers
- image retrieval systems
- low level features
- retrieval accuracy
- retrieval process
- visual features
- learning machines
- svm classifier
- knn
- generalization ability
- relevant documents
- information retrieval
- decision trees
- feature weighting
- feature vectors
- ensemble learning
- multi class
- ensemble methods
- retrieval effectiveness
- retrieval model
- decision forest
- retrieved images
- ensemble classifier
- retrieval method
- fuzzy clustering
- image content
- kernel function
- training data
- retrieval framework
- feature selection
- neural network