Title :
A User-Independent and Sensor-Tolerant Wearable Activity Classifier
Author :
Blake, Madison ; Younes, Rabih ; Dennis, Jacob ; Martin, Thomas L. ; Jones, Mark
Abstract :
An activity classifier based on an abstract model of the human body is suitable for use in an e-textile monitoring system without the need to retrain the recognition model to accommodate different users, sensor types, or garments.
Keywords :
pattern classification; pose estimation; sensors; textiles; wearable computers; abstract model; e-textile monitoring system; human body; recognition model; user-independent sensor-tolerant wearable activity classifier; Biological system modeling; Biomedical monitoring; Clothing; Data models; Monitoring; Quaternions; Training; HCI; activity classification; activity monitoring; e-textiles; human-centered computing; human-computer interaction; medical computing; pattern recognition; sensors; wearable computers; wearable computing;
DOI :
10.1109/MC.2015.296
