Gatos, B.; Louloudis, G.; Caser, T.; Grint, K.; Romero Gómez, V.; Sánchez Peiró, JA.; Toselli, AH.... (2014). Ground-Truth production in the tranScriptorium Project. En Document Analysis Systems (DAS), 2014 11th IAPR International Workshop on. IEEE Computer Society - Conference Publishing Services (CPS). 237-241. https://doi.org/10.1109/DAS.2014.23
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/66452
Título:
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Ground-Truth production in the tranScriptorium Project
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Autor:
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Gatos, Basilis
Louloudis, Georgios
Caser, Tim
Grint, Kris
Romero Gómez, Verónica
Sánchez Peiró, Joan Andreu
Toselli, Alejandro Héctor
Vidal, Enrique
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Entidad UPV:
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Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
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Fecha difusión:
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Resumen:
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Tran Scriptorium is a 3-years project that aims to develop innovative, cost-effective solutions for the indexing, search and full transcription of historical handwritten document images, using Handwritten Text Recognition ...[+]
Tran Scriptorium is a 3-years project that aims to develop innovative, cost-effective solutions for the indexing, search and full transcription of historical handwritten document images, using Handwritten Text Recognition (HTR) technology. The production of ground-truth (GT) of a dataset of handwritten document images is among the first tasks. We address novel approaches for the faster production of this GT based on crowd-sourcing and on prior-knowledge methods. We also address here a novel low-cost semi-supervised procedure for obtaining pairs of correct line-level aligned detected/extracted text line images and text line transcripts, specially suitable for training models of the HTR technology employed in Tran Scriptorium.
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Palabras clave:
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Document Image Processing
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Handwritten Text Recognition Technology
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tranScriptorium Union Europe Project
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Alignment between ground-truth transcripts and text line images
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Derechos de uso:
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Reserva de todos los derechos
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ISBN:
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978-1-4799-3243-6
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Fuente:
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Document Analysis Systems (DAS), 2014 11th IAPR International Workshop on.
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DOI:
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10.1109/DAS.2014.23
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Editorial:
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IEEE Computer Society - Conference Publishing Services (CPS)
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Versión del editor:
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http://dx.doi.org/10.1109/DAS.2014.23
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Título del congreso:
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11th IAPR International Workshop on Document Analysis Systems (DAS 2014)
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Lugar del congreso:
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Tours Loire Valley, France
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Fecha congreso:
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April, 7-10, 2014
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Código del Proyecto:
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info:eu-repo/grantAgreement/EC/FP7/600707/EU/tranScriptorium/
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Descripción:
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© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
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Agradecimientos:
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Work supported by the European Union’s Seventh Framework Programme (FP7/2007-2013) under grant agreement No.600707 - tranScriptorium.
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Tipo:
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Capítulo de libro
Comunicación en congreso
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