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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dc.description.abstract | [EN] The transcription of historical documents is one of the most interesting tasks in which Handwritten Text Recognition can be applied, due to its interest in humanities research.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 |