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Discriminative Bernoulli HMMs for isolated handwritten word recognition

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Discriminative Bernoulli HMMs for isolated handwritten word recognition

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Giménez Pastor, A.; Andrés Ferrer, J.; Juan, A. (2014). Discriminative Bernoulli HMMs for isolated handwritten word recognition. Pattern Recognition Letters. 35:157-168. doi:10.1016/j.patrec.2013.05.016

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/50978

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Title: Discriminative Bernoulli HMMs for isolated handwritten word recognition
Author:
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Universitat Politècnica de València. Departamento de Estadística e Investigación Operativa Aplicadas y Calidad - Departament d'Estadística i Investigació Operativa Aplicades i Qualitat
Issued date:
Abstract:
[EN] Bernoulli HMMs (BHMMs) have been successfully applied to handwritten text recognition (HTR) tasks such as continuous and isolated handwritten words. BHMMs belong to the generative model family and, hence, are usually ...[+]
Subjects: HTR , Bernoulli HMM , Log-linear HMM , MMI , RIMES
Copyrigths: Reserva de todos los derechos
Source:
Pattern Recognition Letters. (issn: 0167-8655 )
DOI: 10.1016/j.patrec.2013.05.016
Publisher:
Elsevier
Publisher version: http://dx.doi.org/10.1016/10.1016/j.patrec.2013.05.016
Conference name: 12th International Conference on Frontiers in Handwriting Recognition (ICFHR)
Conference place: Kolkata, India
Conference date: 2010
Thanks:
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 ...[+]
Type: Artículo Comunicación en congreso

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