• DocumentCode
    640900
  • Title

    Design of a cognitive-support system for automatic skin diagnosis using a tablet PC

  • Author

    Mizoguchi, Fumio ; Nishiyama, Hiroki

  • Author_Institution
    Fac. of Sci. & Tech, Tokyo Univ. of Sci., Noda, Japan
  • fYear
    2013
  • fDate
    16-18 July 2013
  • Firstpage
    435
  • Lastpage
    441
  • Abstract
    In this study, we design a cognitive-support system for automatic skin diagnosis using a tablet PC. The system enables automatic imaging of the skin in order to perform ongoing diagnostics on the user´s skin when he or she operates a tablet PC daily. The tablet PC camera detects and photographs the user´s face during tablet use. The system periodically stores diagnostic results by extracting the skin region from an image that has been captured and skin imaged. In addition, we enable determining by applying a learning system using a support-vector machine. With this system, the user can develop a long-term ability to identify and manage the state of the skin. This could ultimately lead to a system that enables personal health care.
  • Keywords
    face recognition; feature extraction; health care; learning (artificial intelligence); medical image processing; notebook computers; object detection; smart phones; support vector machines; automatic skin diagnosis; cognitive-support system; learning system; personal health care; skin imaging; skin region extraction; skin state identification; skin state management; support vector machine; tablet PC camera; user face detection; Cameras; Sensors; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics & Cognitive Computing (ICCI*CC), 2013 12th IEEE International Conference on
  • Conference_Location
    New York, NY
  • Print_ISBN
    978-1-4799-0781-6
  • Type

    conf

  • DOI
    10.1109/ICCI-CC.2013.6622279
  • Filename
    6622279