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Communication Dans Un Congrès Année : 2004

A syntax-directed method for numerical field extraction using classifier combination

Résumé

In this article, we propose a method for the automatic extraction of numerical fields in handwritten documents. The method exploits the syntax of a numerical field as an a priori knowledge to extract the connected component sequences from the document. For that, we have to label the connected components as “belonging to a numerical field” or not. We propose a method for discriminating the connected components, using different families of features and a combination of classifiers. A comparison between the results obtained with the combination of classifiers and our first approach [10] demonstrates the utility of combining different feature sets for discriminating classes with large intra-class variability.
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Dates et versions

hal-00435977 , version 1 (25-11-2009)

Identifiants

  • HAL Id : hal-00435977 , version 1

Citer

Clément Chatelain, Laurent Heutte, Thierry Paquet. A syntax-directed method for numerical field extraction using classifier combination. IWFHR, Oct 2004, Tokyo, Japan. pp.93-98. ⟨hal-00435977⟩
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