Using Active Learning to Allow Activity Recognition on a Large Scale.
Hande Özgür AlemdarTim van KasterenCem ErsoyPublished in: AmI (2011)
Keyphrases
- activity recognition
- active learning
- human activity recognition
- transfer learning
- human activities
- action recognition
- visual surveillance
- event detection
- daily life
- activities of daily living
- activity analysis
- semi supervised
- supervised learning
- daily activities
- sensory data
- accelerometer data
- machine learning
- smart environments
- smart home
- labeled data
- body motions
- motion features
- prior knowledge
- training set
- learning algorithm
- recognizing actions
- information retrieval