• DocumentCode
    3609339
  • Title

    A User-Independent and Sensor-Tolerant Wearable Activity Classifier

  • Author

    Blake, Madison ; Younes, Rabih ; Dennis, Jacob ; Martin, Thomas L. ; Jones, Mark

  • Volume
    48
  • Issue
    10
  • fYear
    2015
  • Firstpage
    64
  • Lastpage
    71
  • 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;
  • fLanguage
    English
  • Journal_Title
    Computer
  • Publisher
    ieee
  • ISSN
    0018-9162
  • Type

    jour

  • DOI
    10.1109/MC.2015.296
  • Filename
    7310954
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3609339