• DocumentCode
    2149765
  • Title

    ICDAR 2011 - French Handwriting Recognition Competition

  • Author

    Grosicki, Emmanuèle ; El-Abed, H.

  • Author_Institution
    DGA Ingnierie des Projets, Bagneux, France
  • fYear
    2011
  • fDate
    18-21 Sept. 2011
  • Firstpage
    1459
  • Lastpage
    1463
  • Abstract
    This paper describes the French handwriting recognition competition held at ICDAR 2011. This competition is based on the RIMES-database composed of French written documents corresponding to letters sent by individuals to companies or administrations. Two tasks have been proposed this year : the first one consists in recognizing isolated snippets of words with the help of a given dictionary, the second one consists in recognizing blocks of words segmented into lines. This year 9 systems were submitted for the different competition subtasks. A comparison between different classification and recognition systems show interesting results. A short description of the participating groups, their systems, and the results achieved are presented.
  • Keywords
    classification; dictionaries; handwriting recognition; image segmentation; natural language processing; word processing; French handwriting recognition competition; French written documents; ICDAR 2011; RIMES-database; classification system; competition subtasks; dictionary; isolated snippets; recognition systems; word recognition; words segmentation; Databases; Feature extraction; Handwriting recognition; Hidden Markov models; Recurrent neural networks; Telecommunications; Training; French Handwriting Competition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition (ICDAR), 2011 International Conference on
  • Conference_Location
    Beijing
  • ISSN
    1520-5363
  • Print_ISBN
    978-1-4577-1350-7
  • Electronic_ISBN
    1520-5363
  • Type

    conf

  • DOI
    10.1109/ICDAR.2011.290
  • Filename
    6065550