International Journal Of Computer, Network Security and Information System (IJCONSIST)
Vol 1 No 1 (2019): September

Handwriting Character Recognition Javanese Letters Based on Artificial Neural Network

Ariyono Setiawan (Aviation Polytechnic of Surabaya)
Achmad Setya Prabowo (Aviation Polytechnic of Surabaya)
Eva Y Puspaningrum (Universitas Pembangunan Nasional “Veteran” Jatim)



Article Info

Publish Date
18 Sep 2019

Abstract

Abstract— Javanese character is one of Indonesia's cultural heritages that must be preserved. Manuscript form of the Javanese character is one of the priceless inheritances. Javanese characters are often called the Hanacaraka font. The development of technology especially in the field of image processing is one method to preserve the culture. The development of image processing methods for detecting characters from images with fewer errors is a great task. The purpose of this research is to create a system of Javanese character recognition from the handwriting into Latin character, so that the young generation can learn the form of Javanese character easily. The method used in this research is back-propagation as a classification method. The trial result of this recognition is to have accuracy 74 %.

Copyrights © 2019






Journal Info

Abbrev

ijconsist

Publisher

Subject

Computer Science & IT

Description

Focus and Scope The Journal covers the whole spectrum of intelligent informatics, which includes, but is not limited to : • Artificial Immune Systems, Ant Colonies, and Swarm Intelligence • Autonomous Agents and Multi-Agent Systems • Bayesian Networks and Probabilistic Reasoning • ...