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

fYear

2005

fDate

29 Aug.-1 Sept. 2005

Firstpage

489

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on

ISSN

1520-5263

Print_ISBN

0-7695-2420-6

Type

conf

DOI

10.1109/ICDAR.2005.12

Filename

1575594

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3020830