Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble.
Jessica SenaJesimon Barreto SantosCarlos CaetanoGuilherme CramerWilliam Robson SchwartzPublished in: Neurocomputing (2021)
Keyphrases
- human activity recognition
- wearable sensors
- activity recognition
- multiscale
- daily life
- human activities
- action recognition
- lifelog
- visual surveillance
- smart home
- mobile devices
- training data
- training set
- feature selection
- learning algorithm
- smart environments
- transfer learning
- machine learning
- human actions
- human behavior