• DocumentCode
    3170028
  • Title

    Constructing Character Font Models from Measured Human Handwriting Motion

  • Author

    Fujioka, Hiroyuki ; Kano, Hiroyuki

  • Author_Institution
    Tokyo Denki Univ., Saitama
  • fYear
    2007
  • fDate
    9-13 July 2007
  • Firstpage
    1467
  • Lastpage
    1472
  • Abstract
    We develop a scheme for constructing character font models from human handwriting data. First, handwriting motions are measured using a pen-tablet device, and stored as a 3-dimensional time series data. Then, the data is used to construct characters by employing B-splines and the theory of smoothing splines based on the minimum hand jerk model. Moreover, by employing the concept of induction field in vision (IFV), we propose a tuning method of the so-called smoothing parameter from an esthetic viewpoint of the resulting cursive characters. The effectiveness of the developed method is verified by some experiments.
  • Keywords
    character sets; handwritten character recognition; motion measurement; splines (mathematics); tuning; 3D series data; B-splines; character font models; human handwriting motion measurement; induction field; minimum hand jerk model; pen-tablet device; smoothing splines thoery; tuning method; Anthropometry; Computer displays; Humans; Motion control; Motion measurement; Skeleton; Smoothing methods; Spline; Time measurement; Writing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2007. ACC '07
  • Conference_Location
    New York, NY
  • ISSN
    0743-1619
  • Print_ISBN
    1-4244-0988-8
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2007.4282784
  • Filename
    4282784