DocumentCode :
2149717
Title :
Online Arabic Handwriting Recognition Competition
Author :
Kherallah, Monji ; Tagougui, Najiba ; Alimi, Adel M. ; Abed, H.E. ; Märgner, Volker
Author_Institution :
Res. Group on Intell. Machines (REGIM), Univ. of Sfax, Sfax, Tunisia
fYear :
2011
fDate :
18-21 Sept. 2011
Firstpage :
1454
Lastpage :
1458
Abstract :
Arabic script presents a challenge complexity and variability for handwriting recognition. The first on line Arabic Database called ADAB is known as a standard benchmark in the ICDAR competition of 2009. This paper describes the Online Arabic handwriting recognition competition held at ICDAR 2011. 3 groups with 5 systems are participating in the competition. The systems were tested on known data (sets 1 to 4) and on two test datasets which are unknown to all participants (set 5 and set 6). The systems are compared on the most important characteristic of classification systems, the recognition rate. Additionally, the relative speed of every system was compared. A short description of the participating groups, their systems, the experimental setup, and the performed results are presented.
Keywords :
handwriting recognition; image classification; natural language processing; ADAB; ICDAR 2011; classification systems; online Arabic database; online Arabic handwriting recognition competition; Character recognition; Cities and towns; Databases; Educational institutions; Handwriting recognition; Hidden Markov models; Training; ADAB-database; On line Handwriting; recognition rate; systems;
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.2011.289
Filename :
6065549
Link To Document :
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