Active learning and its scalability for image retrieval.
Edward Y. ChangWei-Cheng LaiPublished in: ICME (2004)
Keyphrases
- active learning
- image retrieval
- relevance feedback
- learning algorithm
- image database
- retrieval method
- learning strategies
- image content
- fault tolerance
- random sampling
- image representation
- supervised learning
- retrieval accuracy
- machine learning
- training set
- text retrieval
- highly scalable
- pool based active learning
- image collections
- multiple feature fusion
- unlabeled data
- training examples
- semi supervised
- active learning strategies
- information retrieval systems
- visual features
- labeled data
- experimental design
- semi supervised learning
- content based retrieval
- object retrieval
- batch mode
- retrieval precision
- high scalability
- image search
- transfer learning
- multi class