• DocumentCode
    3490273
  • Title

    ICDAR 2013 Competition on Writer Identification

  • Author

    Louloudis, Georgios ; Gatos, Basilis ; Stamatopoulos, Nikolaos ; Papandreou, A.

  • Author_Institution
    Comput. Intell. Lab., Nat. Center for Sci. Res. "Demokritos", Athens, Greece
  • fYear
    2013
  • fDate
    25-28 Aug. 2013
  • Firstpage
    1397
  • Lastpage
    1401
  • Abstract
    Writer identification is important for forensic analysis, helping experts to deliberate on the authenticity of documents. The ICDAR2013 Competition on Writer Identification is part of a competition series (see also ICDAR2011 and ICFHR2012 Writer Identification Contests) which is dedicated to record recent advances in the field of writer identification for Latin scripts using established evaluation performance measures. The benchmarking dataset was created with the help of 250 writers that were asked to copy four parts of text in two Latin based languages (English and Greek). This paper describes the contest details including the evaluation measures used as well as the performance of the 12 submitted methods by 6 different groups along with a short description of each method.
  • Keywords
    document image processing; handwritten character recognition; natural language processing; English language; Greek language; ICDAR 2013 competition; ICDAR2011 competition; ICFHR2012 competition; Latin based languages; Latin scripts; benchmarking dataset; document authenticity; performance evaluation measures; text copy; writer identification; Accuracy; Benchmark testing; Educational institutions; Feature extraction; Handwriting recognition; Text analysis; Vectors; Writer Identification; handwritten document image processing; performance evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition (ICDAR), 2013 12th International Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1520-5363
  • Type

    conf

  • DOI
    10.1109/ICDAR.2013.282
  • Filename
    6628843