Sampling Strategies for Active Learning in Personal Photo Retrieval.
Yi WuIgor KozintsevJean-Yves BouguetCarole DulongPublished in: ICME (2006)
Keyphrases
- sampling strategies
- active learning
- stratified sampling
- relevance feedback
- personal photos
- sampling strategy
- information retrieval systems
- information retrieval
- interactive information retrieval
- supervised learning
- image retrieval
- random sampling
- learning algorithm
- machine learning
- retrieval model
- image database
- training set
- retrieval systems
- semi supervised
- learning process
- unlabeled data
- training examples
- document retrieval
- labeled data
- semi supervised learning
- language model
- image search
- feature space
- data sets