ANALISIS PERBANDINGAN METODE DETEKSI TEPI ROBERT, PREWITT, DAN CANNY UNTUK PENDETEKSIAN TEPI TULISAN AKSARA BALI

Authors

  • Ida Bagus Adisimakrisna Peling Politeknik Negeri Bali
  • Made Pasek Agus Ariawan
  • Gde Brahupadhya Subiksa
  • I Gede Angga Saputra

DOI:

https://doi.org/10.59819/jmti.v15i1.4631

Keywords:

Balinese script, digital image, edge detection

Abstract

Edge detection is an important analysis in digital image processing. An edge in an image is a border between two different objects or structures, and this edge information can provide important insight into the structure of objects in the image. The edge detection process aims to find the location of significant changes in intensity, which often reflect object boundaries or prominent features. Edge detection techniques have several methods such as Robert, Prewitt and Canny, where each method will produce a different processed image. In this paper, a comparison is made of the use of edge detection methods to process images of written Balinese script, which often have various different patterns in each writing, so that edge detection is expected to produce a clear image of written Balinese script using these three edge detection methods. as a comparison. It is hoped that the results of this research will provide valuable insight in selecting the optimal edge detection method for image processing of Balinese script.

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References

Gonzalez, R. C., & Woods, R. E. (2018). Digital image processing (4th ed.). Pearson.

Hidayattullah, M. F., Nishom, M., Wiyono, S., & Hapsari, Y. (2020). Feature extraction in batik image geometric motif using canny edge detection. Jurnal Informatika, 14(1), 1–8. https://doi.org/10.26555/jifo.v14i1.a15320

Kaloh, M. K., Poekoel, V. C., & Putro, M. D. (2018). Perbandingan algoritma background subtraction dan optical flow untuk deteksi manusia. Jurnal Teknik Informatika, 13(1), 1–7. https://ejournal.unsrat.ac.id/index.php/informatika/article/view/20186

Manuaba, P., & Indah, K. A. T. (2021). The object detection system of Balinese script on traditional Balinese manuscript with findcontours method. Matrix: Jurnal Manajemen Teknologi dan Informatika, 11(3), 177–184.

https://doi.org/10.31940/matrix.v11i3.177-184

Putra, P. T. K., & Wirdiani, N. K. A. (2014). Pengolahan citra digital deteksi tepi untuk membandingkan metode Sobel, Robert dan Canny. MERPATI, 2(2), 1–9. https://www.academia.edu/86230690/Pengolahan_Citra_Digital_Deteksi_Tepi_Untuk_Membandingkan_Metode_Sobel_Robert_dan_Canny

Pratt, W. K. (2013). Introduction to Digital Image Processing. CRC Press.

Romindo, & Khairina, N. (2017). Analisa perbandingan metode edge detection Roberts dan Prewitt. SEMANTIKA, 1(1), 1–6. https://semantika.polgan.ac.id/index.php/Semantika/article/view/37

Sukatmi. (2017). Perbandingan deteksi tepi citra digital dengan metode Prewitt, Sobel dan Canny. KOPERTIP, 1(1), 1–4. https://www.neliti.com/publications/227017/perbandingan-deteksi-tepi-citra-digital-dengan-menggunakan-metode-prewitt-sobel

Szeliski, R. (2010). Computer Vision: Algorithms and Applications. Springer Science & Business Media.

Windya, I. M. (2018). Dinamika pasang aksara Bali: Sebuah kajian historis sistem ejaan. Widyacarya: Jurnal Pendidikan, Agama dan Budaya, 2(1), 39–43. https://doi.org/10.55115/widyacarya.v2i1.343

Published

2025-04-30