Title :
ICDAR 2011 - French Handwriting Recognition Competition
Author :
Grosicki, Emmanuèle ; El-Abed, H.
Author_Institution :
DGA Ingnierie des Projets, Bagneux, France
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;
Conference_Titel :
Document Analysis and Recognition (ICDAR), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1350-7
Electronic_ISBN :
1520-5363
DOI :
10.1109/ICDAR.2011.290