Recognition of Tifinagh Characters using Self Organizing Map and Fuzzy k-Nearest Neighbor
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.
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Published
2011-09-07
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.
Section
Articles
