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Telecommunications and Radio Engineering
SJR: 0.202 SNIP: 0.2 CiteScore™: 0.23

ISSN Imprimer: 0040-2508
ISSN En ligne: 1943-6009

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Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v64.i11.60
pages 931-937

Discriminative Capacity of Perceptual Features in Handwriting Recognition

Jose Ruiz-Pinales
University of Guanajuato/FIMEE, 36730 Salamanca, Gto. Mexico
Rene Jaime-Rivas
Head of FIMEE at the University of Guanajuato, 36730 Salamanca, Gto. Mexico
Maria Jose Castro
Departamento de Sistemas Informáticos y Computación - Universidad Politecnica de Valencia, Spain

RÉSUMÉ

This work presents an analysis of the perceptual features, those containing most of the discriminative information of a cursive word in off-line handwriting recognition. A extraction method based on Hough Transform, but preserving local spatial information is presented. The method has been proved with a holistic system, which works on gray-level images and convolutional neural networks.


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