Active Learning for Online Recognition of Human Activities from Streaming Videos.
Rocco De RosaIlaria GoriFabio CuzzolinBarbara CaputoNicolò Cesa-BianchiPublished in: CoRR (2016)
Keyphrases
- active learning
- online learning
- real time
- crowd sourced
- batch mode
- video sequences
- learning strategies
- online video
- pool based active learning
- reinforcement learning
- semi supervised
- imbalanced data classification
- video surveillance
- video frames
- data streams
- image sequences
- key frames
- human actions
- experimental design
- video data
- selective sampling
- decision trees
- machine learning