Machine Learning Approaches for Activity Recognition and/or Activity Prediction in Locomotion Assistive Devices - A Systematic Review.
Floriant LabarrièreElizabeth ThomasLaurine CalistriVirgil OptasanuMathieu GueugnonPaul OrnettiDavy LarochePublished in: Sensors (2020)
Keyphrases
- activity recognition
- machine learning approaches
- human activities
- systematic review
- human activity recognition
- daily activities
- activity analysis
- activities of daily living
- smart environments
- home environments
- smart home environment
- machine learning methods
- action recognition
- smart home
- visual surveillance
- machine learning
- machine learning algorithms
- empirical studies
- data mining methods
- abnormal activity
- accelerometer data
- mobile devices
- sensory data
- human computer interaction
- health monitoring
- transfer learning
- computer vision
- ambient intelligence
- learning algorithm