Annotation Cost Efficient Active Learning for Content Based Image Retrieval.
Julia HenkelGenc HoxhaGencer SumbulLars MöllenbrokBegüm DemirPublished in: IGARSS (2023)
Keyphrases
- cost efficient
- active learning
- relevance feedback
- metadata
- annotation effort
- image retrieval
- learning strategies
- random sampling
- web content
- machine learning
- labeled data
- semi supervised
- learning algorithm
- experimental design
- selective sampling
- multimedia
- content description
- user generated content
- training examples
- learning environment
- search engine
- multimedia content
- visual features
- cross media
- batch mode
- learning process
- training set
- pool based active learning