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Discriminative Bernoulli Mixture Models for Handwritten Digit Recognition

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Discriminative Bernoulli Mixture Models for Handwritten Digit Recognition

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Giménez Pastor, A.; Andrés Ferrer, J.; Juan Císcar, A.; Serrano Martinez Santos, N. (2011). Discriminative Bernoulli Mixture Models for Handwritten Digit Recognition. En Document Analysis and Recognition (ICDAR), 2011 International Conference on. Institute of Electrical and Electronics Engineers (IEEE). 558-562. https://doi.org/10.1109/ICDAR.2011.118

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/50140

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Title: Discriminative Bernoulli Mixture Models for Handwritten Digit Recognition
Author: Giménez Pastor, Adrián Andrés Ferrer, Jesús Juan Císcar, Alfonso Serrano Martinez Santos, Nicolas
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
Bernoulli-based models such as Bernoulli mixtures or Bernoulli HMMs (BHMMs), have been successfully applied to several handwritten text recognition (HTR) tasks which range from character recognition to continuous and ...[+]
Subjects: Bernoulli mixture , Discriminative training , MMI , Mixture of multi-class logistic regression , Log-linear models
Copyrigths: Reserva de todos los derechos
ISBN: 978-0-7695-4520-2 978-1-4577-1350-7
Source:
Document Analysis and Recognition (ICDAR), 2011 International Conference on. (issn: 1520-5363 )
DOI: 10.1109/ICDAR.2011.118
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Publisher version: http://dx.doi.org/10.1109/ICDAR.2011.118
Project ID:
info:eu-repo/grantAgreement/EC/FP7/216886/EU/Pattern Analysis, Statistical Modelling and Computational Learning 2/
MICINN/CSD2007-00018
info:eu-repo/grantAgreement/MICINN//TIN2009-14511/ES/Traduccion De Textos Y Transcripcion De Voz Interactivas/
info:eu-repo/grantAgreement/MICINN//TIN2009-14633-C03-01/ES/Multimodal Interaction For Text Transcription With Adaptive Learning/
MITYC/TSI-020110-2009-439
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 the ...[+]
Type: Capítulo de libro

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