• DocumentCode
    456738
  • Title

    A Fuzzy-Based Drawing-aid System To Smooth Out Involuntary Hand Motions

  • Author

    Eguchi, Kei ; Zhu, Hongbing ; Ueno, Fumio

  • Author_Institution
    Fac. of Educ., Shizuoka Univ.
  • Volume
    2
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 1 2006
  • Firstpage
    313
  • Lastpage
    316
  • Abstract
    For the patients suffering from a paralysis of body, drawing on computers is widely used as an occupational therapy. In this paper, a drawing-aid system based on a fuzzy scheme is proposed. The proposed system compensates involuntary motions of cursor in mouse operations on computers. Different from conventional methods, the proposed method smoothes out involuntary motions of mouse cursor by using the weight functions which are determined by the supervised learning based on a fuzzy scheme. Although the conventional methods have difficulty in reducing the influence of sudden move, the proposed method can eliminate it without preliminary experiments. The validity of the proposed algorithm is confirmed through simulations
  • Keywords
    fuzzy systems; learning (artificial intelligence); medical diagnostic computing; mouse controllers (computers); occupational medicine; patient care; body paralysis; computer; fuzzy-based drawing-aid system; involuntary hand motions; mouse cursor operations; occupational therapy; supervised learning; weight functions; Computational modeling; Computer science; Computer science education; Fuzzy systems; Hardware; Medical treatment; Mice; Muscles; Shape; Supervised learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7695-2616-0
  • Type

    conf

  • DOI
    10.1109/ICICIC.2006.197
  • Filename
    1691989