Towards deep clustering of human activities from wearables.
Alireza AbedinFarbod T. MotlaghQinfeng ShiHamid RezatofighiDamith RanasinghePublished in: ISWC (2020)
Keyphrases
- human activities
- human activity recognition
- activity recognition
- clustering algorithm
- human computer interaction
- k means
- sensor data
- ubiquitous computing
- human interactions
- clustering method
- visual surveillance
- action recognition
- temporal structure
- human actions
- human knowledge
- activity analysis
- human behaviour
- daily activities
- video images
- smart home
- unsupervised learning
- sensor networks
- daily life
- image sequences
- video sequences
- ambient assisted living
- learning algorithm
- prior knowledge
- data analysis