On-Line Handwriting Recognition System for Tamil Handwritten Characters

[EN] We describe the recognition system we used for the ¿On-Line Tamil Handwritten Character Recognition Competition¿, hosted by the ¿International Workshop on Frontiers in Handwriting Recognition¿. The system is based on continuous density Hidden Markov Models and characterized by feature extractio...

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Authors: Toselli, Alejandro Héctor, Pastor-Gadea, Moisés, Vidal, Enrique|||0000-0003-4579-5196
Format: article
Publication Date:2007
Country:España
Institution:Universitat Politècnica de València (UPV)
Repository:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Language:English
OAI Identifier:oai:riunet.upv.es:10251/232504
Online Access:https://riunet.upv.es/handle/10251/232504
Access Level:Open access
Keyword:Online handwritten character recognition
Tamil script recognition
Hidden Markov models
Feature extraction
Pattern classification
Handwriting recognition competition
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spelling On-Line Handwriting Recognition System for Tamil Handwritten CharactersToselli, Alejandro HéctorPastor-Gadea, MoisésVidal, Enrique|||0000-0003-4579-5196Online handwritten character recognitionTamil script recognitionHidden Markov modelsFeature extractionPattern classificationHandwriting recognition competition[EN] We describe the recognition system we used for the ¿On-Line Tamil Handwritten Character Recognition Competition¿, hosted by the ¿International Workshop on Frontiers in Handwriting Recognition¿. The system is based on continuous density Hidden Markov Models and characterized by feature extraction based on time and frequency-domain features. In that contest we have obtained the third best score in character classification accuracy.This work has been partially supported by the Spanish project iDoc TIN2006-15694-C02-01 and by Consellería d Empresa, Universitat i Ciència - Generalitat Valenciana under contract GV06/252.Springer-VerlagDepartamento de Sistemas Informáticos y ComputaciónEscuela Técnica Superior de Ingeniería InformáticaCentro de Investigación Pattern Recognition and Human Language TechnologyGeneralitat ValencianaMinisterio de Educación y CienciaRepositorio Institucional de la Universitat Politècnica de València Riunet20072007-01-01journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://riunet.upv.es/handle/10251/232504reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengMinisterio de Educación y Ciencia https://doi.org/10.13039/501100008743 TIN2006-15694-C02-01 TRANSCRIPCION Y TRADUCCION INTERACTIVA DE DOCUMENTOS DE TEXTO ANTIGUOSGeneralitat Valenciana https://doi.org/10.13039/501100003359 GV06%2F252open accesshttp://purl.org/coar/access_right/c_abf2Reserva de todos los derechoshttp://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/2325042026-06-13T07:49:27Z
dc.title.none.fl_str_mv On-Line Handwriting Recognition System for Tamil Handwritten Characters
title On-Line Handwriting Recognition System for Tamil Handwritten Characters
spellingShingle On-Line Handwriting Recognition System for Tamil Handwritten Characters
Toselli, Alejandro Héctor
Online handwritten character recognition
Tamil script recognition
Hidden Markov models
Feature extraction
Pattern classification
Handwriting recognition competition
title_short On-Line Handwriting Recognition System for Tamil Handwritten Characters
title_full On-Line Handwriting Recognition System for Tamil Handwritten Characters
title_fullStr On-Line Handwriting Recognition System for Tamil Handwritten Characters
title_full_unstemmed On-Line Handwriting Recognition System for Tamil Handwritten Characters
title_sort On-Line Handwriting Recognition System for Tamil Handwritten Characters
dc.creator.none.fl_str_mv Toselli, Alejandro Héctor
Pastor-Gadea, Moisés
Vidal, Enrique|||0000-0003-4579-5196
author Toselli, Alejandro Héctor
author_facet Toselli, Alejandro Héctor
Pastor-Gadea, Moisés
Vidal, Enrique|||0000-0003-4579-5196
author_role author
author2 Pastor-Gadea, Moisés
Vidal, Enrique|||0000-0003-4579-5196
author2_role author
author
dc.contributor.none.fl_str_mv Departamento de Sistemas Informáticos y Computación
Escuela Técnica Superior de Ingeniería Informática
Centro de Investigación Pattern Recognition and Human Language Technology
Generalitat Valenciana
Ministerio de Educación y Ciencia
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Online handwritten character recognition
Tamil script recognition
Hidden Markov models
Feature extraction
Pattern classification
Handwriting recognition competition
topic Online handwritten character recognition
Tamil script recognition
Hidden Markov models
Feature extraction
Pattern classification
Handwriting recognition competition
description [EN] We describe the recognition system we used for the ¿On-Line Tamil Handwritten Character Recognition Competition¿, hosted by the ¿International Workshop on Frontiers in Handwriting Recognition¿. The system is based on continuous density Hidden Markov Models and characterized by feature extraction based on time and frequency-domain features. In that contest we have obtained the third best score in character classification accuracy.
publishDate 2007
dc.date.none.fl_str_mv 2007
2007-01-01
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/232504
url https://riunet.upv.es/handle/10251/232504
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Ministerio de Educación y Ciencia https://doi.org/10.13039/501100008743 TIN2006-15694-C02-01 TRANSCRIPCION Y TRADUCCION INTERACTIVA DE DOCUMENTOS DE TEXTO ANTIGUOS
Generalitat Valenciana https://doi.org/10.13039/501100003359 GV06%2F252
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Springer-Verlag
publisher.none.fl_str_mv Springer-Verlag
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
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