Investigating the Performance of Wearable Motion Sensors on recognizing falls and daily activities via machine learning.
Erhan KavuncuogluEsma UzunhisarcikliBillur BarshanAhmet Turan ÖzdemirPublished in: Digit. Signal Process. (2022)
Keyphrases
- daily activities
- machine learning
- activity recognition
- accelerometer data
- home environments
- wearable sensors
- smart home
- human activities
- sensor networks
- human motion
- microsoft kinect
- image sequences
- active learning
- machine learning algorithms
- lifelog
- decision trees
- learning algorithm
- real time
- transfer learning
- text classification
- software engineering
- supervised learning
- moving objects
- feature selection
- data mining
- action recognition
- ambient intelligence
- sensor data
- open source
- ambient assisted living
- computer vision