Deteksi Plat Nomor Kedaraan Roda Dua Menggunakan Metode Edge Detection

  • Erwin Dwika Putra Universitas Muhammadiyah Bengkulu
  • Dedy Abdullah Universitas Muhammadiyah Bengkulu


On research done previously for segmentation of vehicle license plates have been on test cobakan method using edge detection to get the edges of characters not quite optimal. Then from the problem on this research will be focused on the detection plates two-wheeled vehicle uses a method of edge detection, where the results of this research will be resized using the technique of measurement of the confusion matrix. where in these measurements will be compared from the entire technique of edge detection, on the results of detection of vehicle license plates. edge detection method on the dispatcher of the good according to the results of the sobel operator i.e. matrix confussion and prewitt operators. With the level of accuracy of 60% while the sobel operator prewitt 63% success rate. But on each operator as explained above that still has weaknesses, namely apabil objects more than 2 objects, and when there is excess light reflection around the object that you want to detect.

Keywords: Edge Detection, Confussion, Matrix Methods, Detection


Abdullah, D., & Putra, E. D. (2013). Komparasi Metode Otsu dengan Metode Fuzzy Cmeans pada Hasil Segmentasi Identifikasi Karakter Plat Nomor Kendaraan Indonesia. Telematik, 6(4), 1475–84

Choudhury, A., & Negi, A. (2016). A New Zone Based Algorithm for Detection of License Plate From Indian Vehicle. International Connference on Parallel. ISSN : 370 - 374. ISBN. 978-1-5090-3669-1

Serajeh, A. (2016). Two Lines Iranian License Plate Detection and Recognition using Subspace Learning. Signal Processing and Intelligent Systems (ICSPIS), International Conference of. ISBN: 978-1-5090-5820-4

Jia, X. W., Li, W., & Wang, H. (2007). A Novel Algorithm for Character Segmentation of Degraded License Plate Based on Prior Knowledge. Automation and Logistics. Automation and Logistics IEEE International Conference on: 249–53.

Putra, E. D. (2017). Peningkatan Segmentasi pada Identifikasi Plat Nomor Kendaraan Indonesia Menggunakan Metode Otsu dengan Gaussian. J. Pseudocode, 4(44)

Putra, E. D., & Santosa, S. (2017). Optimasi Kemampuan Segmentasi Otsu pada Identifikasi Plat Nomor Kendaraan Indonesia Menggunakan Metode Gaussian. Jurnal Pseudocode, 4(1), 47-60

Abdullah, D., & Putra, E. D. (2017). Komparasi Perbaikan Kualitas Segmentasi pada Citra Digital Metode Fuzzy C-means dan Otsu. Jurnal Pseudocode, 4(1), 71-80

Muntasa, A., & Purnomo, M. H. (2010). Konsep Pengolahan Citra Digital dan Ekstraksi fitur. Yogyakarta: Graha Ilmu
Peraturan Pemerintah. (1993). Peraturan Pemerintah
How to Cite
Putra, E., & Abdullah, D. (2018). Deteksi Plat Nomor Kedaraan Roda Dua Menggunakan Metode Edge Detection. INTECOMS: Journal of Information Technology and Computer Science, 1(2), 262-266.
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