Stochastic exploration and active learning for image retrieval.
Matthieu CordPhilippe Henri GosselinSylvie Philipp-FoliguetPublished in: Image Vis. Comput. (2007)
Keyphrases
- active learning
- image retrieval
- relevance feedback
- exploration exploitation
- active exploration
- learning algorithm
- learning strategies
- image database
- image search
- experimental design
- monte carlo
- random sampling
- cross media
- text retrieval
- stochastic model
- cost sensitive
- sample selection
- multiple feature fusion
- supervised learning
- labeled data
- visual features
- visual words
- training set
- active learning strategies
- semi supervised
- selective sampling
- stochastic optimization
- stochastic processes
- multimedia retrieval
- image representation
- data sets
- low level features
- transfer learning
- retrieval accuracy
- retrieval method
- learning automata
- content based retrieval
- semi supervised learning
- rare class
- training examples
- multi class
- pool based active learning
- music emotion classification
- machine learning