Inter-active learning of ad-hoc classifiers for video visual analytics.
Benjamin HöferlinRudolf NetzelMarkus HöferlinDaniel WeiskopfGunther HeidemannPublished in: IEEE VAST (2012)
Keyphrases
- visual analytics
- active learning
- visual analysis
- interactive visualization
- training set
- eye tracking data
- video data
- video sequences
- data analysis
- visual interfaces
- learning analytics
- video frames
- criminal networks
- decision trees
- information visualization
- multimedia
- video analysis
- video content
- semi supervised
- learning strategies
- video streams
- training data
- data mining methods
- video retrieval
- video clips
- feature selection
- learning algorithm
- event detection
- real world
- knowledge discovery
- association rules
- computer vision
- information retrieval