Pattern Recognition Of Javanese Letter Using Template Matching Correlation Method

Irham Ferdiansyah Katili, Fairuz Dyah Esabella, Ardytha Luthfiarta

Abstract


In this modern age, the impact of globalization is increasingly entering and expanding into most societies. One impact of globalization makes people prefer to learn the language and use a foreign language rather than the local language, especially the Java language. It is very influential on the knowledge of the community about the existence or the existence of Javanese Letter, especially in the field of education. In this study, In this research will be made an application to recognize the writing of Javanese Letter based on Optical Character Recognition (OCR). Matching templates correlation can be used as pattern recognition methods. How the Template Matching Algorithm works by matching the template image with the test image after going through the Pre-processing and segmentation process. From the research that has been done by using 10 character template and 20 data testing get accuracy equal to 93.44% and error rate 6.56%. So the Matching Template Algorithm can well recognize the Javanese Letter pattern.

Full Text:

PDF

References


Admin, “LIMC4U,” Penjelasan Pasal 32 UUD 1945, 20 July 2015. [Online]. Available: http://limc4u.com/uud-1945/penjelasan-pasal/penjelasan-pasal-32-uud-1945/. [Diakses 10 November 2017].

M. D. Elita, “Mutiara Dana Elita,” Pengaruh Globalisasi Terhadap Kebdayaan Indonesia, 14 June 2015. [Online]. Available: http://danamutiaradana.blogspot.co.id/2015/06/pengaruh-globalisasi-terhadap.html. [Diakses 15 November 2017].

M. C. Wibowo, I. D. G. R. Mardiana dan S. Wirakusuma, “PENGENALAN POLA TULISAN TANGAN AKSARA JAWA MENGGUNAKAN MULTI LAYER PERCEPTRON,” dalam Informatic Engineering conference, Yogyakarta, 2015.

Z. Mukhoyyar, “PENGENALAN KATA AKSARA JAWA MENGGUNAKAN ALGORITMA K-NEAREST NEIGHBOR,” dalam Informatic Engineering Conference, Semarang, 2017.

A. Hidayat dan R. N. Shofa, “SELF ORGANIZING MAPS (SOM) SUATU METODE UNTUK PENGENALAN AKSARA JAW,” dalam Science and Technology Conference, Bandung, 2016.

A. Anam, S. T. Rasmana dan M. C. Wibowo, “PENGAMBILAN FITUR ANGKA JAWA MENGGUNAKAN SHADOW FEATURE EXTRACTION,” dalam Journal of Electrical and Electronics Engineering , Surabaya, 2015.

G. H. Wibowo, R. Sigit dan A. Barakbah, “Javanese Character Feature Extraction Based on Shape Energy,” International Journal of Engineering Technology, vol. V, no. 1, pp. 154-170, 2017.




DOI: https://doi.org/10.33633/jais.v3i2.1954

Refbacks

  • There are currently no refbacks.


Flag Counter

Journal of Applied Intelligent System (e-ISSN : 2502-9401p-ISSN : 2503-0493) is published by LPPM Universitas Dian Nuswantoro Semarang in collaboration with CORIS and IndoCEISS.

Journal of Applied Intelligent System indexed by :


This journal is under licensed of Creative Commons Attribution 4.0 International License.