Active learning enabled activity recognition.
H. M. Sajjad HossainNirmalya RoyMd Abdullah Al Hafiz KhanPublished in: PerCom (2016)
Keyphrases
- activity recognition
- active learning
- transfer learning
- human activity recognition
- human activities
- action recognition
- daily life
- visual surveillance
- smart home
- semi supervised
- event detection
- accelerometer data
- learning algorithm
- machine learning
- labeled data
- supervised learning
- human actions
- motion features
- wearable sensors
- body motions
- unlabeled data
- learning process
- training set
- sensory data
- activity analysis
- daily activities
- activities of daily living