Using Artificial Neural Networks and the Kohonen Method, an Image Pattern Recognition System for Khat Art Types

Rasna Rasna, Adyanata Lubis, Dikky Suryadi, Alexius Ulan Bani, Fifto Nugroho

Abstract


Arabic letter writing is known as khat art. Khat is classified into many categories and can be identified into three types: Khat Naskhi, Khat Qufi, and Khat Farisi, per the rules established in the art of Khat. Arabic letters, the subjects of khat art, evolved following the region where it first appeared. As a result, the Qufi style, for instance, marked the start of the evolution of Khat in the tenth century. Previously somewhat rigid, Khat became more fluid and beautiful, although it remained angular. Subsequently, the art of Sulus, Naskhi, Raiham, Riqa, and Tauqi evolved and exhibited the form of Khat, cursive (italic)—artificial neural network-based khat art type recognition by selecting the Kohonen

Keywords


Khat Art, Khat Naskhi, Khat Qufi, Khat Farisi, Kohonen

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DOI: https://doi.org/10.52088/ijesty.v5i2.851

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Copyright (c) 2025 Rasna Rasna, Adyanata Lubis, Dikky Suryadi, Alexius Ulan Bani, Fifito Nugroho

International Journal of Engineering, Science and Information Technology (IJESTY) eISSN 2775-2674