Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/46168
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Travieso, Carlos M. | en_US |
dc.contributor.author | Morales, Ciro R. | en_US |
dc.contributor.author | Alonso, Itziar G. | en_US |
dc.contributor.author | Ferrer, Miguel A. | en_US |
dc.date.accessioned | 2018-11-23T01:58:44Z | - |
dc.date.available | 2018-11-23T01:58:44Z | - |
dc.date.issued | 1999 | en_US |
dc.identifier.issn | 0537-9989 | en_US |
dc.identifier.uri | http://hdl.handle.net/10553/46168 | - |
dc.description.abstract | Handwriting classification or recognition methods based on neural networks (NN) have been extensively studied and they are now well known. This process, which parameterises the geometric structure of the digits as a previous stage to their recognition by the neural network, has the inconvenience of ignoring the sequential character of handwriting. The method proposed explores the improvement introduced in a handwritten recognition system when it incorporates the sequential information of handwriting and the hidden Markov model (HMM) is used as a classifier. The handwritten off-line classifier proposed acquire the handwritten characters by a scanner and after their parameterisation (include noise filtering, binarization, thinning and vectorisation) as a sequence is recognised by the HMM classifier, which provides a good probabilistic representation of sequences having large variations. Different parameterisation techniques are introduced and compared. | en_US |
dc.language | eng | en_US |
dc.relation.ispartof | IEE Conference Publication | en_US |
dc.source | IEE Conference Publication[ISSN 0537-9989], p. 770-774 | en_US |
dc.subject | 3307 Tecnología electrónica | en_US |
dc.subject.other | handwritten character recognition | en_US |
dc.title | Handwritten digits parameterization for HMM based recognition | en_US |
dc.type | info:eu-repo/semantics/conferenceObject | en_US |
dc.type | ConferenceObject | en_US |
dc.relation.conference | 7th IEE Conference on Image Processing and its Applications (IPA99) | |
dc.relation.conference | Proceedings of the 1999 7th International Conference on Image Processing and its Applications | |
dc.identifier.scopus | 0033359615 | - |
dc.identifier.isi | 000166833500159 | |
dc.contributor.authorscopusid | 6602376272 | - |
dc.contributor.authorscopusid | 7202531352 | - |
dc.contributor.authorscopusid | 7006334508 | - |
dc.contributor.authorscopusid | 55636321172 | - |
dc.description.lastpage | 774 | en_US |
dc.description.firstpage | 770 | en_US |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Actas de congresos | en_US |
dc.contributor.daisngid | 265761 | |
dc.contributor.daisngid | 20138855 | |
dc.contributor.daisngid | 1801400 | |
dc.contributor.daisngid | 233119 | |
dc.utils.revision | Sí | en_US |
dc.contributor.wosstandard | WOS:Travieso, CM | |
dc.contributor.wosstandard | WOS:Morales, CR | |
dc.contributor.wosstandard | WOS:Alonso, IG | |
dc.contributor.wosstandard | WOS:Ferrer, MA | |
dc.date.coverdate | Diciembre 1999 | |
dc.identifier.conferenceid | events121254 | |
dc.identifier.conferenceid | events121254 | |
dc.identifier.ulpgc | Sí | es |
item.fulltext | Sin texto completo | - |
item.grantfulltext | none | - |
crisitem.event.eventsstartdate | 13-07-1999 | - |
crisitem.event.eventsstartdate | 13-07-1999 | - |
crisitem.event.eventsenddate | 15-07-1999 | - |
crisitem.event.eventsenddate | 15-07-1999 | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.orcid | 0000-0002-4621-2768 | - |
crisitem.author.orcid | 0000-0001-8487-2559 | - |
crisitem.author.orcid | 0000-0002-2924-1225 | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.fullName | Travieso González, Carlos Manuel | - |
crisitem.author.fullName | Alonso González, Itziar Goretti | - |
crisitem.author.fullName | Ferrer Ballester, Miguel Ángel | - |
Appears in Collections: | Actas de congresos |
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