- -

An iterative multimodal framework for the transcription of handwritten historical documents

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Compartir/Enviar a

Citas

Estadísticas

  • Estadisticas de Uso

An iterative multimodal framework for the transcription of handwritten historical documents

Mostrar el registro sencillo del ítem

Ficheros en el ítem

dc.contributor.author Alabau, Vicent es_ES
dc.contributor.author Martínez Hinarejos, Carlos David es_ES
dc.contributor.author Romero Gómez, Verónica es_ES
dc.contributor.author Lagarda Arroyo, Antonio Luís es_ES
dc.date.accessioned 2015-04-29T11:41:30Z
dc.date.available 2015-04-29T11:41:30Z
dc.date.issued 2014-01
dc.identifier.issn 0167-8655
dc.identifier.uri http://hdl.handle.net/10251/49463
dc.description.abstract [EN] The transcription of historical documents is one of the most interesting tasks in which Handwritten Text Recognition can be applied, due to its interest in humanities research. One alternative for transcribing the ancient manuscripts is the use of speech dictation by using Automatic Speech Recognition techniques. In the two alternatives similar models (Hidden Markov Models and n-grams) and decoding processes (Viterbi decoding) are employed, which allows a possible combination of the two modalities with little diffi- culties. In this work, we explore the possibility of using recognition results of one modality to restrict the decoding process of the other modality, and apply this process iteratively. Results of these multimodal iterative alternatives are significantly better than the baseline uni-modal systems and better than the non-iterative alternatives. 2012 Elsevier B.V. All rights reserved. es_ES
dc.description.sponsorship Work supported by the EC (FEDER/FSE) and the Spanish MEC/MICINN under the MIPRCV ’’Consolider Ingenio 2010’’ program (CSD2007-00018), iTrans2 (TIN2009–14511) and MITTRAL (TIN2009-14633-C03–01) projects. Also supported by the Spanish MITyC under the erudito.com (TSI-020110-2009-439) project and by the Generalitat Valenciana under grant GV/2010/067, and by the UPV under project PAID-05-11-2779 and grant UPV/2009/2851.
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Pattern Recognition Letters es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Ancient text transcription es_ES
dc.subject Handwritten text recognition es_ES
dc.subject Speech dictation es_ES
dc.subject Multimodal systems es_ES
dc.subject Iterative systems es_ES
dc.subject Language modelling es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title An iterative multimodal framework for the transcription of handwritten historical documents es_ES
dc.type Artículo es_ES
dc.type Comunicación en congreso
dc.identifier.doi 10.1016/j.patrec.2012.11.007
dc.relation.projectID info:eu-repo/grantAgreement/MEC//CSD2007-00018/ES/Multimodal Intraction in Pattern Recognition and Computer Visionm/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MICINN//TIN2009-14511/ES/Traduccion De Textos Y Transcripcion De Voz Interactivas/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MICINN//TIN2009-14633-C03-01/ES/Multimodal Interaction For Text Transcription With Adaptive Learning/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MITURCO//TSI-020110-2009-0439/ES/ERUDITO.COM/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/GVA//GV%2F2010%2F067/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/UPV//PAID-05-11-2779/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/UPV//UPV%2F2009%2F2851/
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Alabau, V.; Martínez Hinarejos, CD.; Romero Gómez, V.; Lagarda Arroyo, AL. (2014). An iterative multimodal framework for the transcription of handwritten historical documents. Pattern Recognition Letters. 35:195-203. https://doi.org/10.1016/j.patrec.2012.11.007 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename 12th International Conference on Frontiers in Handwriting Recognition (ICFHR)
dc.relation.conferencedate November 15-17, 2010
dc.relation.conferenceplace Kolkata, India
dc.relation.publisherversion http://dx.doi.org/10.1016/j.patrec.2012.11.007 es_ES
dc.description.upvformatpinicio 195 es_ES
dc.description.upvformatpfin 203 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 35 es_ES
dc.relation.senia 266615
dc.contributor.funder Ministerio de Ciencia e Innovación
dc.contributor.funder Ministerio de Industria, Turismo y Comercio
dc.contributor.funder Generalitat Valenciana
dc.contributor.funder Universitat Politècnica de València
dc.contributor.funder Ministerio de Educación y Ciencia es_ES


Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem