Leveraging Active Learning for Relevance Feedback Using an Information Theoretic Diversity Measure.
Charlie K. DagliShyamsundar RajaramThomas S. HuangPublished in: CIVR (2006)
Keyphrases
- information theoretic
- relevance feedback
- active learning
- information theory
- information theoretic measures
- mutual information
- jensen shannon divergence
- entropy measure
- relative entropy
- theoretic framework
- jensen shannon
- kullback leibler divergence
- kl divergence
- information bottleneck
- similarity measure
- query expansion
- labeled data
- image retrieval
- multi modality
- information retrieval
- minimum description length
- semi supervised
- log likelihood
- learning algorithm
- distance measure
- cost sensitive
- learning process
- training set
- image processing
- shannon entropy
- image registration