• DocumentCode
    1396099
  • Title

    Recovery of drawing order from single-stroke handwriting images

  • Author

    Kato, Yoshiharu ; Yasuhara, Makoto

  • Author_Institution
    Dept. of Inf. Manage. Sci., Univ. of Electro-Commun., Tokyo, Japan
  • Volume
    22
  • Issue
    9
  • fYear
    2000
  • fDate
    9/1/2000 12:00:00 AM
  • Firstpage
    938
  • Lastpage
    949
  • Abstract
    Describes a method to recover a drawing order of a handwritten script from a static 2D image. The script should be written in a single stroke and may include double-traced lines. After the script is scanned in and preprocessed, we apply our recovery method which consists of two phases. In the first phase, we globally analyze the graph constructed from the skeletal image and label the graph by determining the types of each edge. In the second phase, we trace the graph from the start vertex to the end vertex using the labeling information. This method does not enumerate the possible cases, for example, by solving the traveling salesman problem and, therefore, does not cause a combinatorial explosion even if the script is very complex. By recovering a drawing order of a handwritten script, the temporal information can be recovered from a static 2D image. Hence, this method will be used as a bridge from the offline handwriting character recognition problem to the online one
  • Keywords
    handwritten character recognition; image reconstruction; optical character recognition; double-traced lines; drawing order; handwritten script; labeling information; single-stroke handwriting images; skeletal image; static 2D image; temporal information; Bridges; Character recognition; Computer Society; Explosions; Image analysis; Image processing; Image recognition; Labeling; Optical character recognition software; Traveling salesman problems;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.877517
  • Filename
    877517