A General Description of a New Character Recognition Process Based on Ontology

In this paper, we present a general description of a new character recognition process based on ontology, semantically annotated by a domain expert. Such process is based essentially on a matching step between two ontologies, the first represents a domain ontology, containing the typographical description of different characters represent an alphabet of a well definite language (Latin for example), the second ontology, describes the document in question in the form of concepts where each concept represents a grapheme located in a well-defined order in the document.

[1]  Marcel Worring,et al.  Adding Spatial Semantics to Image Annotations , 2004, LSTKM@EKAW.

[2]  Eric Lecolinet,et al.  A Survey of Methods and Strategies in Character Segmentation , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  F. Menasri Contributions à la reconnaissance de l'écriture arabe manuscrite , 2008 .

[4]  Sylvain Chevalier,et al.  Reconnaissance d'écriture manuscrite par des techniques markoviennes : une approche bidimensionnelle et générique , 2004 .

[5]  Jérôme Gensel,et al.  PhotoMap: annotations spatio-temporelles automatiques de photos personnelles pour les utilisateurs nomades , 2007 .

[6]  Mirina Grosz,et al.  World Wide Web Consortium , 2010 .

[7]  Melanie Lemaitre,et al.  Approche markovienne bidimensionnelle d'analyse et de reconnaissance de documents manuscrits , 2007 .

[8]  Yi Lu,et al.  Machine printed character segmentation --; An overview , 1995, Pattern Recognit..

[9]  Dieter Fensel,et al.  Knowledge Engineering: Principles and Methods , 1998, Data Knowl. Eng..

[10]  Véronique Eglin,et al.  Document images analysis solutions for digital libraries , 2004, First International Workshop on Document Image Analysis for Libraries, 2004. Proceedings..

[11]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[12]  Florence Amardeilh,et al.  Web Sémantique et Informatique Linguistique : propositions méthodologiques et réalisation d'une plateforme logicielle , 2007 .