Accuration detection and recognition of vehicle plate numbers for high speed using QR code

  • Suhailan Shafie Universiti Sultan Zainal Abidin
  • Muhamad Rostan Zakaria TATI University College
  • Lukmanulhakim Ngah TATI University College
  • Azham Ahmad TATI University College
  • Norzamziah Afzainizam TATI University College
  • Mohd Ali Mohamad TATI University College
Keywords: Quick Response Code QR Code 2d Barcode Windshield Car Vehicle


QR Code is becoming popular and extensive adoption in international especially in Japan and Korea. Recent statistic from several agencies revealed that more than 96% people who are using QR Code scanning to visit Internet accounts. The main purpose of created QR Code is a scanning item from the warehouse and now moving forward to use on newspapers, magazines, journals, websites, advertisement, store websites address, content information and miscellaneous data. Yet, most companies are still confused about the concept of QR Code even though they follow the market trend spending using QR Code. Conversely, This paper, we propose a movement object system recognition using QR code attached to a windshield. The experiment was done by recording a video file, while the car was moving at various speeds. From the experiment results, the identification success rate of 100 percent was achieved when the car moving less than 30 kilometers per hour. At the speed of 60 kilometers per hours, the identification of rate is 30 percent successful. This paper enhances the contrast of the grayscale image by transforming the values using Contrast Limited Adaptive Histogram Equalization (CLAHE).

How to Cite
Shafie, S., Zakaria, M. R., Ngah, L., Ahmad, A., Afzainizam, N., & Mohamad, M. A. (2020). Accuration detection and recognition of vehicle plate numbers for high speed using QR code . International Journal of Synergy in Engineering and Technology, 1(1). Retrieved from