Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe

Abstract : This paper presents an approach for spotting textual fields in colored forms. We proceed by locating these fields thanks to their neighboring context which is modeled with a structural representation. First, informative zones are extracted. Second, forms are represented by graphs in which nodes represent colored rectangles while edges represent neighboring links. Finally, the context of the queried region of interest is modeled as a graph. Subgraph isomorphism is applied in order to locate this ROI in the structural representation of a whole document. Evaluated on a 130-document image dataset, experimental results show up that our approach is efficient and that the requested information is found even if its position is changed.
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Submitted on : Thursday, October 24, 2019 - 2:34:25 PM
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Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'andecy. Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe. CORIA-CIFED, Mar 2016, Toulouse, France. ⟨hal-02331708⟩

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