Annotation Cost Efficient Active Learning for Content Based Image Retrieval.
Julia HenkelGenc HoxhaGencer SumbulLars MöllenbrokBegüm DemirPublished in: CoRR (2023)
Keyphrases
- cost efficient
- active learning
- relevance feedback
- metadata
- annotation effort
- random sampling
- machine learning
- semi supervised
- training examples
- selective sampling
- supervised learning
- web content
- governmental organizations
- learning strategies
- labeled data
- learning process
- image retrieval
- improve the retrieval accuracy
- multimedia content
- multimedia
- learning algorithm
- low level image features
- cross media
- annotation tool
- pool based active learning
- digital photos
- multimedia collections
- semantic annotation
- batch mode
- automatic annotation
- digital content
- transfer learning
- web documents
- decision trees
- information retrieval