Interactive rodent behavior annotation in video using active learning.
Malte LorbachRonald PoppeRemco C. VeltkampPublished in: Multim. Tools Appl. (2019)
Keyphrases
- active learning
- interactive video
- multimedia
- video annotation
- video data
- annotation effort
- video streams
- machine learning
- random sampling
- video analysis
- semi supervised
- learning strategies
- video sequences
- weakly labeled
- training set
- learning algorithm
- real time
- virtual reality
- selective sampling
- video content
- pool based active learning
- video clips
- semantic annotation
- multimedia data
- training examples
- supervised learning
- video surveillance
- human behavior
- key frames
- user friendly
- transfer learning
- interactive exploration
- relevance feedback
- learning process