Ontology based New Approach for Character Recognition

domain of pattern recognition and especially the character recognition is an area rich in term of scientific production, despite the abundance of work in this area but there are always anomalies. In this paper, we present a new approach for character recognition based on ontology, this last is carefully created with a domain expert, it contains a set of concepts and relationships, where each concept represents a grapheme, it is a feature extracted by an extraction module of a recognition system. Relationships between concepts are type spatial; describing the different possible relationships can be used between the graphemes, thus the characters in a document written in Latin alphabet. Our ontology is generic and can support other languages by enriching it by new specific spatial relationships. Keywordsharacters recognition, grapheme, ontology, spatial relation, typographical features.

[1]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993 .

[2]  Thierry Paquet,et al.  Information retrieval based writer identification , 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

[3]  Frederico T. Fonseca,et al.  Bridging Ontologies and Conceptual Schemas in Geographic Information Integration , 2003, GeoInformatica.

[4]  Joë Metzger,et al.  Pour la science , 1974 .

[5]  I. B. Gurevich,et al.  Fundamental concepts and elements of image analysis ontology , 2009, Pattern Recognition and Image Analysis.