Authors:

I Made Arya Dwisada, I Gusti Agung Gede Gede Arya Kadyanan, I Dewa Made Bayu Atmaja Darmawan, Cokorda Rai Adi Pramartha, I Komang Ari Mogi, I Gusti Ngurah Anom Cahyadi Putra

Abstract:

“The application of image recognition has been widely used in various fields in daily life, one of which is the introduction of useful and useful text or characters in increasing work productivity. Character recognition can be used in the process of transliterating characters, such as translating Balinese script into Latin letters. To perform the previous character transfer, image processing was needed such as preprocessing line segmentation data and character segmentation, using the Image Centroid Zone + Zone Centroid Zone and Moment Invariant feature extraction method and using the Support Vector Machine method. The introduction of Balinese script in handwriting using the Moment Invariant and Zoning feature extraction methods (Image Centroid Zone and Zone Centroid Zone) and the Support Vector Machine classification method resulted in the recognition accuracy in model formation of 90.3%, and the average accuracy generated after testing the system using test data is 82.936%. The making of the rule base for Balinese script is formed using a series of conditions using if-else that adjusts to the rules of reading Balinese script. The conversion of Balinese script in handwriting into Latin letters in this study resulted in an average accuracy of 82.182% of the 6 image data used in system testing.”

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PDF:

https://jurnal.harianregional.com/jlk/full-90657

Published

2022-08-15

How To Cite

DWISADA, I Made Arya et al. Transliterasi Aksara Bali Menjadi Huruf Latin Pada Citra Tulisan Tangan.JELIKU (Jurnal Elektronik Ilmu Komputer Udayana), [S.l.], v. 11, n. 4, p. 815-824, aug. 2022. ISSN 2654-5101. Available at: https://ojs.unud.ac.id/index.php/JLK/article/view/90657. Date accessed: 28 Aug. 2025. doi:https://doi.org/10.24843/JLK.2023.v11.i04.p22.

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Issue

Vol 11 No 4 (2023): JELIKU Volume 11 No 4, May 2023

Section

Articles

Creative Commons License This work is licensed under a Creative Commons Attribution 4.0 International License