• DocumentCode
    591964
  • Title

    A System for Recognition of On-Line Handwritten Mathematical Expressions

  • Author

    Simistira, Fotini ; Papavassiliou, Vassilis ; Katsouros, Vassilis ; Carayannis, George

  • Author_Institution
    Inst. for Language & Speech Process., Athena (Res. & Innovation Center in Inf., Commun. & Knowledge Technol.), Athens, Greece
  • fYear
    2012
  • fDate
    18-20 Sept. 2012
  • Firstpage
    193
  • Lastpage
    198
  • Abstract
    We present a system for recognizing online mathematical expressions (ME). Symbol recognition is based on a template elastic matching distance between pen direction features. The structural analysis of the ME is based on extracting the baseline of the ME and then classifying symbols into levels above and below the baseline. The symbols are then sequentially analyzed using six spatial relations and a respective 2d structure is processed to give the resulting MathML representation of the ME. The system was evaluated on the Competition on Recognition of Online Handwritten Mathematical Expressions (CROHME) 2011 datasets and demonstrates promising results.
  • Keywords
    handwritten character recognition; MathML representation; online handwritten mathematical expression recognition; structural analysis; symbol recognition; template elastic matching distance; Accuracy; Connectors; Handwriting recognition; Hidden Markov models; Speech recognition; Writing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontiers in Handwriting Recognition (ICFHR), 2012 International Conference on
  • Conference_Location
    Bari
  • Print_ISBN
    978-1-4673-2262-1
  • Type

    conf

  • DOI
    10.1109/ICFHR.2012.172
  • Filename
    6424391