Title :
A generic 2D approach of handwriting recognition
Author :
Chevalier, Sylvain ; Geoffrois, Edouard ; Prêteux, Francois ; Lemaître, Mélanie
Author_Institution :
ARTEMIS Project Unit, GET/INT, Evry, France
fDate :
29 Aug.-1 Sept. 2005
Abstract :
In this paper, we present a two-dimensional approach of the processing of handwriting. It combines a Markovian model, an efficient decoding algorithm, a windowed spectral features extraction scheme and a rigorous evaluation methodology. We applied this principle to a digit recognition task and to a word recognition task.
Keywords :
Markov processes; feature extraction; handwriting recognition; word processing; Markovian model; decoding algorithm; digit recognition task; two-dimensional handwriting recognition approach; windowed spectral features extraction; word recognition task; Decoding; Dissolved gas analysis; Feature extraction; Handwriting recognition; Image analysis; Markov random fields; Pattern recognition; Performance analysis; Robustness; Statistical analysis;
Conference_Titel :
Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on
Print_ISBN :
0-7695-2420-6
DOI :
10.1109/ICDAR.2005.12
