Video Corpus Annotation Using Active Learning.
Stéphane AyacheGeorges QuénotPublished in: ECIR (2008)
Keyphrases
- active learning
- video content
- annotation effort
- video annotation
- learning strategies
- video data
- real time
- random sampling
- video sequences
- selective sampling
- machine learning
- video surveillance
- training examples
- learning algorithm
- experimental design
- video streams
- multimedia
- video analysis
- weakly labeled
- labeled data
- supervised learning
- active learning strategies
- annotated corpus
- event recognition
- content description
- transfer learning
- training set
- semi supervised
- digital photos
- video material
- learning process
- manually annotated
- video retrieval
- semantic annotation
- video frames
- pool based active learning
- video search
- video database
- key frames
- data sets