Abstract

In this paper we present a comparison between SOM (Self-Organization Map) neural network and Fuzzy Knearest Neighbor algorithms and their application to handwriting Tifinagh character recognition.The Box approach proposed in [1] is used for features extraction. Experimentation is carried out on a limited database of nearly 200 samples. The results showed that Fuzzy K-Nearest Neighbor had a very good performance.

How to Cite
S. GOUNANE, M. FAKIR, B. BOUIKHALENE, Dr.. Recognition of Tifinagh Characters using Self Organizing Map and Fuzzy k-Nearest Neighbor. Global Journal of Computer Science and Technology, [S.l.], sep. 2011. ISSN 0975-4172. Available at: <https://computerresearch.org/index.php/computer/article/view/759>. Date accessed: 27 jan. 2021.