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Mehdi Boutaounte
Sultan Moulay Slimane University

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Handwritten tifinagh character recognition using simple geometric shapes and graphs Youssef Ouadid; Abderrahmane Elbalaoui; Mehdi Boutaounte; Mohamed Fakir; Brahim Minaoui
Indonesian Journal of Electrical Engineering and Computer Science Vol 13, No 2: February 2019
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v13.i2.pp598-605

Abstract

In this paper, a graph based handwritten Tifinagh character recognition system is presented. In preprocessing Zhang Suen algorithm is enhanced. In features extraction, a novel key point extraction algorithm is presented. Images are then represented by adjacency matrices defining graphs where nodes represent feature points extracted by a novel algorithm. These graphs are classified using a graph matching method. Experimental results are obtained using two databases to test the effectiveness. The system shows good results in terms of recognition rate.
Co-Authors Abderrahmane Elbalaoui Brahim Minaoui Mohamed Fakir Youssef Ouadid