Article

Computer Assisted Transcription of Handwritten Text Images

Authors:

A. Toselli,

V. Romero,

L. Rodriguez,

E. VidalAuthors Info & Claims

ICDAR '07: Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 02

Pages 944 - 948

Published: 23 September 2007 Publication History

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Abstract

To date, automatic handwriting recognition systems are far from being perfect and often they need a post editing where a human intervention is required to check and correct the results of such systems. We propose to have a new inter- active, on-line framework which, rather than full automa- tion, aims at assisting the human in the proper recognition- transcription process; that is, facilitate and speed up their transcription task of handwritten texts. This framework combines the efficiency of automatic handwriting recogni- tion systems with the accuracy of the human transcriptor. The best result is a cost-effective perfect transcription of the handwriting text images.

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Serrano NCivera JSanchis AJuan A(2014)Effective balancing error and user effort in interactive handwriting recognitionPattern Recognition Letters10.1016/j.patrec.2013.03.01037(135-142)Online publication date: 1-Feb-2014
https://dl.acm.org/doi/10.1016/j.patrec.2013.03.010
Richarz JVajda SGrzeszick RFink G(2014)Semi-supervised learning for character recognition in historical archive documentsPattern Recognition10.1016/j.patcog.2013.07.01347:3(1011-1020)Online publication date: 1-Mar-2014
https://dl.acm.org/doi/10.1016/j.patcog.2013.07.013
Williams KSuleman Hdo R. Paihama JMcNeill JBradshaw K(2013)A comparison of machine learning techniques for handwritten |Xam word recognitionProceedings of the South African Institute for Computer Scientists and Information Technologists Conference10.1145/2513456.2513463(37-46)Online publication date: 7-Oct-2013
https://dl.acm.org/doi/10.1145/2513456.2513463
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Index Terms

Computer Assisted Transcription of Handwritten Text Images
1. Applied computing
  1. Document management and text processing
    1. Document capture
2. Computing methodologies
  1. Artificial intelligence
    1. Computer vision

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ICDAR '07: Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 02

September 2007

746 pages

ISBN:0769528228

Publisher

IEEE Computer Society

United States

Publication History

Published: 23 September 2007

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Serrano NCivera JSanchis AJuan A(2014)Effective balancing error and user effort in interactive handwriting recognitionPattern Recognition Letters10.1016/j.patrec.2013.03.01037(135-142)Online publication date: 1-Feb-2014
https://dl.acm.org/doi/10.1016/j.patrec.2013.03.010
Richarz JVajda SGrzeszick RFink G(2014)Semi-supervised learning for character recognition in historical archive documentsPattern Recognition10.1016/j.patcog.2013.07.01347:3(1011-1020)Online publication date: 1-Mar-2014
https://dl.acm.org/doi/10.1016/j.patcog.2013.07.013
Williams KSuleman Hdo R. Paihama JMcNeill JBradshaw K(2013)A comparison of machine learning techniques for handwritten |Xam word recognitionProceedings of the South African Institute for Computer Scientists and Information Technologists Conference10.1145/2513456.2513463(37-46)Online publication date: 7-Oct-2013
https://dl.acm.org/doi/10.1145/2513456.2513463
Hansen DSchone PCorey DReid MGehring JBruckman ACounts SLampe CTerveen L(2013)Quality control mechanisms for crowdsourcingProceedings of the 2013 conference on Computer supported cooperative work10.1145/2441776.2441848(649-660)Online publication date: 23-Feb-2013
https://dl.acm.org/doi/10.1145/2441776.2441848
Romero VToselli AVidal EBourlard HHuang TVidal EGatica-Perez DMorency LSebe N(2011)Study of different interactive editing operations in an assisted transcription systemProceedings of the 13th international conference on multimodal interfaces10.1145/2070481.2070517(209-212)Online publication date: 14-Nov-2011
https://dl.acm.org/doi/10.1145/2070481.2070517
Pastor MParedes R(2010)Bi-modal handwritten text recognition (BiHTR) ICPR 2010 contest reportProceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos10.5555/1939170.1939172(1-13)Online publication date: 23-Aug-2010
https://dl.acm.org/doi/10.5555/1939170.1939172
Serrano NGiménez ASanchis AJuan AGao WLee CYang JChen XEskenazi MZhang Z(2010)Active learning strategies for handwritten text transcriptionInternational Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction10.1145/1891903.1891962(1-4)Online publication date: 8-Nov-2010
https://dl.acm.org/doi/10.1145/1891903.1891962
Rodríguez LGarcía-Varea IVidal EGao WLee CYang JChen XEskenazi MZhang Z(2010)Multi-modal computer assisted speech transcriptionInternational Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction10.1145/1891903.1891943(1-7)Online publication date: 8-Nov-2010
https://dl.acm.org/doi/10.1145/1891903.1891943
Romero VLeiva LAlabau VToselli AVidal E(2009)A web-based demo to interactive multimodal transcription of historic text imagesProceedings of the 13th European conference on Research and advanced technology for digital libraries10.5555/1812799.1812871(459-460)Online publication date: 27-Sep-2009
https://dl.acm.org/doi/10.5555/1812799.1812871
Romero VLeiva LToselli AVidal EConati CBauer MOliver NWeld D(2009)Interactive multimodal transcription of text images using a web-based demo systemProceedings of the 14th international conference on Intelligent user interfaces10.1145/1502650.1502723(477-478)Online publication date: 8-Feb-2009
https://dl.acm.org/doi/10.1145/1502650.1502723
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