SelfAct: Personalized Activity Recognition based on Self-Supervised and Active Learning.
Luca ArrottaGabriele CivitareseSamuele ValenteClaudio BettiniPublished in: CoRR (2023)
Keyphrases
- activity recognition
- active learning
- transfer learning
- human activity recognition
- human activities
- action recognition
- daily life
- visual surveillance
- event detection
- sensory data
- smart home
- daily activities
- learning algorithm
- motion features
- labeled data
- learning process
- machine learning
- activity analysis
- semi supervised
- e learning
- smart environments
- training set
- computer vision
- human actions
- prior knowledge
- data sets
- activities of daily living
- smart home environment