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
Link To Document