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Language identification for interactive handwriting transcription of multilingual documents

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Language identification for interactive handwriting transcription of multilingual documents

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dc.contributor.author Del Agua Teba, Miguel Angel es_ES
dc.contributor.author Serrano Martinez Santos, Nicolas es_ES
dc.contributor.author Juan Císcar, Alfonso es_ES
dc.date.accessioned 2014-05-14T07:06:02Z
dc.date.issued 2011
dc.identifier.isbn 978-3-642-21256-7
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/10251/37459
dc.description.abstract An effective approach to handwriting transcription of (old) documents is to follow a sequential, line-by-line transcription of the whole document, in which a continuously retrained system interacts with the user. In the case of multilingual documents, however, a minor yet important issue for this interactive approach is to first identify the language of the current text line image to be transcribed. In this paper, we propose a probabilistic framework and three techniques for this purpose. Empirical results are reported on an entire 764-page multilingual document for which previous empirical tests were limited to its first 180 pages, written only in Spanish. © 2011 Springer-Verlag. es_ES
dc.description.sponsorship Work supported by the EC (FEDER, FSE), the Spanish Government (MICINN, MITyC, “Plan E”, under grants MIPRCV “Consolider Ingenio 2010”, MITTRAL TIN2009- 14633-C03-01 and FPU AP2007-02867), the Generalitat Valenciana (grant Prometeo/2009/014 and ACOMP/2010/051) and the UPV (grant 20080033). es_ES
dc.format.extent 8 es_ES
dc.language Inglés es_ES
dc.publisher Springer Verlag (Germany) es_ES
dc.relation.ispartof Pattern Recognition and Image Analysis es_ES
dc.relation.ispartofseries Lecture Notes in Computer Science;6669
dc.rights Reserva de todos los derechos es_ES
dc.subject Interactive Handwriting Transcription es_ES
dc.subject Language Identification es_ES
dc.subject Multilingual Documents es_ES
dc.subject Empirical results es_ES
dc.subject Empirical test es_ES
dc.subject Interactive approach es_ES
dc.subject Probabilistic framework es_ES
dc.subject Text lines es_ES
dc.subject Character recognition es_ES
dc.subject.classification CIENCIAS DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Language identification for interactive handwriting transcription of multilingual documents es_ES
dc.type Capítulo de libro es_ES
dc.embargo.lift 10000-01-01
dc.embargo.terms forever es_ES
dc.identifier.doi 10.1007/978-3-642-21257-4_74
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//TIN2009-14633-C03-01/ES/Multimodal Interaction For Text Transcription With Adaptive Learning/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MEC//AP2007-02867/ES/AP2007-02867/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/Generalitat Valenciana//PROMETEO09%2F2009%2F014/ES/Adaptive learning and multimodality in pattern recognition (Almapater)/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/GVA//ACOMP%2F2010%2F051/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/UPV//20080033/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario Mixto Tecnológico de Informática - Institut Universitari Mixt Tecnològic d'Informàtica 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 Del Agua Teba, MA.; Serrano Martinez Santos, N.; Juan Císcar, A. (2011). Language identification for interactive handwriting transcription of multilingual documents. En Pattern Recognition and Image Analysis. Springer Verlag (Germany). 6669:596-603. https://doi.org/10.1007/978-3-642-21257-4_74 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename 5th Iberian Conference, IbPRIA 2011 es_ES
dc.relation.conferencedate June 8-10, 2011 es_ES
dc.relation.conferenceplace Las Palmas de Gran Canaria, Spain es_ES
dc.relation.publisherversion http://link.springer.com/chapter/10.1007/978-3-642-21257-4_74 es_ES
dc.description.upvformatpinicio 596 es_ES
dc.description.upvformatpfin 603 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 6669 es_ES
dc.relation.senia 219073
dc.contributor.funder European Regional Development Fund es_ES
dc.contributor.funder European Social Fund es_ES
dc.contributor.funder Ministerio de Educación y Ciencia es_ES
dc.contributor.funder Ministerio de Ciencia e Innovación es_ES
dc.contributor.funder Generalitat Valenciana es_ES
dc.contributor.funder Universitat Politècnica de València es_ES
dc.description.references del Agua, M.A.: Multilingualidad en el reconocimiento de texto manuscrito. Final Degree Project (2010) es_ES
dc.description.references Ghosh, D., Dube, T., Shivaprasad, P.: Script Recognition: A Review. IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI) 32(12), 2142–2161 (2010) es_ES
dc.description.references Pérez, D., Tarazón, L., Serrano, N., Castro, F., Ramos-Terrades, O., Juan, A.: The GERMANA database. In: Proc. of the 10th Int. Conf. on Document Analysis and Recognition (ICDAR 2009), Barcelona, Spain, pp. 301–305 (2009) es_ES
dc.description.references Plötz, T., Fink, G.: Markov models for offline handwriting recognition: a survey. Int. J. on Document Analysis and Recognition (IJDAR) 12(4), 269–298 (2009) es_ES
dc.description.references Serrano, N., Giménez, A., Sanchis, A., Juan, A.: Active learning strategies in handwritten text recognition. In: Proc. of the 12th Int. Conf. on Multimodal Interfaces and the 7th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI 2010), Beijing (China), vol. 86 (November 2010) es_ES
dc.description.references Serrano, N., Pérez, D., Sanchis, A., Juan, A.: Adaptation from Partially Supervised Handwritten Text Transcriptions. In: Proc. of the 11th Int. Conf. on Multimodal Interfaces and the 6th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI 2009), Cambridge, MA (USA), pp. 289–292 (2009) es_ES
dc.description.references Serrano, N., Sanchis, A., Juan, A.: Balancing error and supervision effort in interactive-predictive handwriting recognition. In: Proc. of the Int. Conf. on Intelligent User Interfaces (IUI 2010), Hong Kong (China), pp. 373–376 (2010) es_ES
dc.description.references Serrano, N., Tarazón, L., Pérez, D., Ramos-Terrades, O., Juan, A.: The GIDOC prototype. In: Proc. of the 10th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2010), Funchal (Portugal), pp. 82–89 (2010) es_ES


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