• DocumentCode
    2232077
  • Title

    A pointing device using coordinate transformation of neurofuzzy GMDH

  • Author

    Ohtani, Takashi ; Ichihashi, Hidetomo ; Miyoshi, Takanori ; Tani, Naoki

  • Author_Institution
    Coll. of Eng., Osaka Prefecture Univ., Japan
  • Volume
    2
  • fYear
    1998
  • fDate
    21-23 Apr 1998
  • Firstpage
    108
  • Abstract
    We have developed a head-controlled pointing device that translates handicapped person´s movements into direct movements of the computer´s cursor by measuring several color markers on the user´s head. For sensitivity tuning of the cursor movement and coordinate transformation, the neurofuzzy GMDH (group method of data handling) is employed, whose building blocks are represented by radial basis functions. A heuristic model selection criterion called “distorter” is employed to determine the optimum number of layers in neurofuzzy GMDH. The click motion is replaced with opening of the mouth. The software is developed for most MS-Windows 95 application programs
  • Keywords
    fuzzy neural nets; handicapped aids; identification; neurocontrollers; optimisation; tracking; user interfaces; coordinate transformation; cursor movement; group method of data handling; handicapped aids; head-control; heuristic model selection; neurofuzzy GMDH; pointing device; radial basis functions; sensitivity tuning; Application software; Cathode ray tubes; Computer interfaces; Graphical user interfaces; Intelligent sensors; Mice; Microcomputers; Mouth; Operating systems; Optical sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    0-7803-4316-6
  • Type

    conf

  • DOI
    10.1109/KES.1998.725900
  • Filename
    725900