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Comparison of Bernoulli and Gaussian HMMs using a vertical repositioning technique for off-line handwriting recognition

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Comparison of Bernoulli and Gaussian HMMs using a vertical repositioning technique for off-line handwriting recognition

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Doetsch, P.; Hamdani, M.; Ney, H.; Giménez Pastor, A.; Andrés Ferrer, J.; Juan Císcar, A. (2012). Comparison of Bernoulli and Gaussian HMMs using a vertical repositioning technique for off-line handwriting recognition. En 2012 International Conference on Frontiers in Handwriting Recognition ICFHR 2012. Institute of Electrical and Electronics Engineers (IEEE). 3-7. doi:10.1109/ICFHR.2012.194

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/50129

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Title: Comparison of Bernoulli and Gaussian HMMs using a vertical repositioning technique for off-line handwriting recognition
Author:
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
—In this paper a vertical repositioning method based on the center of gravity is investigated for handwriting recognition systems and evaluated on databases containing Arabic and French handwriting. Experiments show ...[+]
Subjects: Handwriting recognition , Vertical distortion , Center of gravity , Recurrent neural networks , Bernoulli HMMs
Copyrigths: Reserva de todos los derechos
ISBN: 978-0-7695-4774-9
Source:
2012 International Conference on Frontiers in Handwriting Recognition ICFHR 2012.
DOI: 10.1109/ICFHR.2012.194
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Publisher version: http://dx.doi.org/10.1109/ICFHR.2012.194
Type: Capítulo de libro

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