Journal of Computer Science and Informatics Engineering (J-Cosine)
Vol 5 No 1 (2021): June 2021

Pengenalan Pola Tulisan Tangan Aksara Bima menggunakan Ciri Tekstur dan KNN: Handwriting Recognition of Bima Script using Texture Features and KNN

Fitri Bimantoro (Teknik Informatika, Universitas Mataram)
Arik Aranta (Unknown)
Gibran Satya Nugraha (Unknown)
Ramaditia Dwiyansaputra (Unknown)
Ario Yudo Husodo (Unknown)

Article Info

Publish Date
25 Jun 2021

Abstract

As the fact, that is Bima script did not familiar to bimanese, Bima script as a cultural heritage needs to be preserved. Pattern recognition has been used to recognize several of ancient script. Gray Level Co-occurence Matrix (GLCM) as features exctraction and K Nearest Neighbour (KNN) as a classifier show the good performance to recognize of an ancient script. so, in this research we use GLCM and KNN to recognize Bima script. we use 2640 images of handwritting bima Script that is collected from 10 volunter. Each volunter write 22 of Bima script twelve times each script. The experimental result show that the performance of our model is good enough, with 60.86% of accuracy that is obtained by manhattan distances.

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Journal Info
Journal of Computer Science and Informatics Engineering (J-Cosine)
Website

Abbrev

jcosine

Publisher

Universitas Mataram

Subject

Computer Science & IT

Description

Journal of Computer Science and Informatics Engineering (J-Cosine) is a journal that is published by Informatics Engineering Dept., Faculty of Engineering, University of Mataram (Program Studi Teknik Informatika, Fakultas Teknik Universitas Mataram) under online and print ISSN: 2541-0806 and ...