Implementasi Teknologi OCR untuk Pembacaan Plat Nomor Kendaraan pada Aplikasi berbasis Mobile Menggunakan Model Pengembangan SDLC

Authors

  • Ilham Albana Universitas Amikom Purwokerto
  • Ecky Efansyah Sukoco Universitas Amikom Purwokerto
  • Akbar Fitrian Universitas Amikom Purwokerto
  • Anugerah Bagus Wijaya Universitas Amikom Purwokerto
  • Aulia Hamdi Universitas Amikom Purwokerto
  • Fiby Nur Afiana Universitas Amikom Purwokerto
  • Zanuar Rifai Universitas Amikom Purwokerto

DOI:

https://doi.org/10.32493/jtsi.v8i1.39259

Keywords:

Tourism Industry; , Tourism Ticket Mobile Application;, Vehicle Number Plate Detection; , Parking Ticket Prices.

Abstract

Vehicle license plate recognition plays a vital role in intelligent transportation systems, parking management, and digital ticketing. However, conventional license plate recognition systems often face challenges related to lighting variations, viewing angles, and character distortions, which can decrease accuracy and efficiency, especially on mobile devices. This study aims to implement an Optical Character Recognition (OCR) framework, specifically EasyOCR, in a mobile application designed to read vehicle license plates in real time. The system was developed using the Software Development Life Cycle (SDLC) methodology, which includes the stages of planning, analysis, design, implementation, and testing. The mobile application was built using Flutter, integrated with a smartphone camera for data input and EasyOCR for text extraction. The testing results demonstrate that the proposed system can accurately detect and recognize license plate characters with an average accuracy rate of 100%. The contribution of this study lies in the application of EasyOCR on mobile platforms through a structured SDLC approach, enhancing the practicality of OCR-based vehicle identification systems for real-world transportation and parking management applications.

References

Aghababaeyan, Z., Abdellatif, M., Briand, L., S, R., & Bagherzadeh, M. (2023). Black-Box Testing of Deep Neural Networks through Test Case Diversity. IEEE Transactions on Software Engineering, 49(5), 3182–3204. https://doi.org/10.1109/TSE.2023.3243522

Ahmad, U. S. (2022). Implementasi Pariwisata terhadap Perekonomian Indonesia. Al-DYAS, 1(1), 81–96. https://doi.org/10.58578/aldyas.v1i1.1319

Alifiah Dinhaq Lubis, A., Kustiawati, D., Fadlia Elvantio, R., & Sundari, S. (2022). Upaya Pemulihan Pendapatan Nasional Sektor Pariwisata Melalui Kebijakan Fiskal di Indonesia Pasca Pandemi. COMSERVA : Jurnal Penelitian Dan Pengabdian Masyarakat, 2(8), 1305–1323. https://doi.org/10.59141/comserva.v2i8.491

Aripradono, H. W., & Hisham, M. R. (2022). PERANCANGAN DAN PENGEMBANGAN WEB MARKETPLACE KEBUTUHAN RUMAH TANGGA MENGGUNAKAN MODEL WDLC DENGAN METODE SCRUM. Jurnal Ilmiah Betrik, 13(1).

Camilleri, M. A., Troise, C., & Kozak, M. (2023). Functionality and usability features of ubiquitous mobile technologies: The acceptance of interactive travel apps. Journal of Hospitality and Tourism Technology, 14(2), 188–207. https://doi.org/10.1108/JHTT-12-2021-0345

Costa-Montenegro, E., & Díaz-Otero, F. J. (2023). Testing. In Design Thinking for Engineering: A practical guide (pp. 111–127). IET Digital Library. https://doi.org/10.1049/PBME024E_ch7

Das, H., Kumar Sahu, P., & Khanikar, K. (2023). AI-based license plate detection of on-road vehicle. 2023 International Conference on Microwave, Optical, and Communication Engineering (ICMOCE), 1–4. https://doi.org/10.1109/ICMOCE57812.2023.10167115

Dermawan, I., Wagiyati, S., Budilaksono, S., & M. A. Suwarno. (2019). PENGEMBANGAN WEB SEMNAS IKRA-ITH DENGAN METODE WDLC (WEB DEVELOPMENT LIFE CYCLE). IKRA-ITH Informatika, 8(2).

Deticio, R. G., James U. Keh, J., Cabatuan, M., & Jose, J. A. (2022). Philippine License Plate Detection on Mobile. 2022 IEEE 14th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), 1–6. https://doi.org/10.1109/HNICEM57413.2022.10109592

Dewi, F. K. S., Adithama, S. P., & Suhardi, A. T. (2023). Pengujian Aplikasi Doctor to Doctor Menggunakan Metode Black Box Testing. KONSTELASI: Konvergensi Teknologi Dan Sistem Informasi, 3(1), Article 1. https://doi.org/10.24002/konstelasi.v3i1.7046

Fauziyah, N., Mustafa, S. W., & Muhani, M. (2023). Analisis Penyerapan Tenaga Kerja pada Sektor Parawisata di Indonesia. Syntax Literate ; Jurnal Ilmiah Indonesia, 8(7), Article 7. https://doi.org/10.36418/syntax-literate.v8i7.13054

Febriyani, N. A. K., & Hadiprakoso, R. B. (2021). Rancang Bangun Aplikasi Naskah Dinas Elektronik Berbasis Web Menggunakan WDLC. Ultima InfoSys : Jurnal Ilmu Sistem Informasi, 43–51. https://doi.org/10.31937/si.v12i1.1747

GadAllah, S. I. I. (2022). Smartphone Applications Enhancing role of Tourist Guide. Journal of the Faculty of Tourism and Hotels Mansoura University, 11(5), 105–122. https://doi.org/10.21608/mkaf.2022.259478

Gadekar, V., Pange, S., Dhavale, R., Gade, C., & Ramane, S. (2023). Vehicle Number Plate Detection. International Journal of Advanced Research in Science, Communication and Technology, 3(5), 50–53. https://doi.org/10.48175/ijarsct-9317

Gao, Z., Cheah, J.-H., Lim, X.-J., Ng, S. I., Cham, T.-H., & Yee, C. L. (2023). Can travel apps improve tourists’ intentions? Investigating the drivers of Chinese gen Y users’ experience. Journal of Vacation Marketing, 13567667231152938. https://doi.org/10.1177/13567667231152938

Gerber, A., & Craig, C. (2015). Testing and Analyzing. In A. Gerber & C. Craig (Eds.), Learn Android Studio: Build Android Apps Quickly and Effectively (pp. 297–311). Apress. https://doi.org/10.1007/978-1-4302-6602-0_11

Hochlenert, D., Engels, G., Morbach, S., Schliwa, S., & Game, F. L. (2018). Entities: A System of Diabetic Foot Ulcers. In D. Hochlenert, G. Engels, S. Morbach, S. Schliwa, & F. L. Game (Eds.), Diabetic Foot Syndrome: From Entity to Therapy (pp. 117–124). Springer International Publishing. https://doi.org/10.1007/978-3-319-92055-9_5

Lubis, A. A. D., Kustiawati, D., Elvantio, R. F., & Sundari, S. (2023). Upaya Pemulihan Pendapatan Nasional Sektor Pariwisata Melalui Kebijakan Fiskal di Indonesia Pasca Pandemi. COMSERVA : Jurnal Penelitian Dan Pengabdian Masyarakat, 2. https://doi.org/10.59141/comserva.v2i8.491

Martadinata, F., Firdaus, A., & Amal, M. R. T. (2025). Detection and Identification of Vehicle License Plates in Indonesia Transportation System Based on Deep Learning Using YOLOv11 and Easyocr. Jurnal Sisfokom (Sistem Informasi Dan Komputer), 14(4), 573–578. https://doi.org/10.32736/sisfokom.v14i4.2524

Morita, K., Kawashima, K., & Fukuda, Y. (2001). Web-based maintenance manual with three-dimensional simulation model. In J. P. T. Mo & L. Nemes (Eds.), Global Engineering, Manufacturing and Enterprise Networks: IFIP TC5 WG5.3/5.7/5.12 Fourth International Working Conference on the Design of Information Infrastructure Systems for Manufacturing (DIISM 2000). November 15–17, 2000, Melbourne, Victoria, Australia (pp. 212–219). Springer US. https://doi.org/10.1007/978-0-387-35412-5_25

Osman, S., & Din, S. A. M. (2022). The Rhapsody of Mobile Applications: A Case Study of Malaysian Travellers. In A. Hassan (Ed.), Handbook of Technology Application in Tourism in Asia (pp. 681–698). Springer Nature. https://doi.org/10.1007/978-981-16-2210-6_32

Seker, F., Kadirhan, G., & Erdem, A. (2023). The factors affecting tourism mobile apps usage. Tourism & Management Studies, 19(1), Article 1.

Zacarias, H., Cangondo, G., Souza-Pereira, L., Garcia, N. M., Silva, B., & Pombo, N. (2023). Application of Content-Base Recommendation Algorithms on Mobile Travel Applications. 2023 1st International Conference on Advanced Innovations in Smart Cities (ICAISC), 1–5.https://doi.org/10.1109/ICAISC56366.2023.10085680.

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Published

2025-01-31

How to Cite

Ilham Albana, Ecky Efansyah Sukoco, Akbar Fitrian, Anugerah Bagus Wijaya, Aulia Hamdi, Fiby Nur Afiana, & Zanuar Rifai. (2025). Implementasi Teknologi OCR untuk Pembacaan Plat Nomor Kendaraan pada Aplikasi berbasis Mobile Menggunakan Model Pengembangan SDLC. Jurnal Teknologi Sistem Informasi Dan Aplikasi, 8(1), 41–47. https://doi.org/10.32493/jtsi.v8i1.39259

Issue

Vol. 8 No. 1 (2025): Jurnal Teknologi Sistem Informasi dan Aplikasi

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Article

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