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All Journal IPTEK Journal of Proceedings Series TELKOMNIKA (Telecommunication Computing Electronics and Control) Bulletin of Electrical Engineering and Informatics Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Bulletin of Electrical Engineering and Informatics Teknika: Jurnal Sains dan Teknologi Journal Industrial Servicess Jurnal Furnace Setrum : Sistem Kendali-Tenaga-elektronika-telekomunikasi-komputer Bulletin of Electrical Engineering and Informatics Proceeding of the Electrical Engineering Computer Science and Informatics PROtek : Jurnal Ilmiah Teknik Elektro REKA ELKOMIKA: Jurnal Pengabdian kepada Masyarakat Jurnal Listrik, Instrumentasi, dan Elektronika Terapan Kartika: Jurnal Studi Keislaman Journal of Embedded Systems, Security and Intelligent Systems Journal Of Artificial Intelligence And Software Engineering Karakter: Jurnal Riset Ilmu Pendidikan Islam Action Research Journal (Jurnal Ilmu Al-Qur'an dan Tafsir)
Imamul Muttakin
Universitas Sultan Ageng Tirtayasa
Religion Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Mechanical Engineering Social Sciences Transportation Other

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Journal : journal of artificial intelligence and software engineering

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Edge Implementation of Vehicle Plate Identification using Haar Classifier and Convolutional Neural Networks Wibowo, Risky Ari; Muhammad, Fadil; Ahendyarti, Ceri; Alimuddin, Alimuddin; Muttakin, Imamul
Journal of Artificial Intelligence and Software Engineering Vol 5, No 2 (2025): Juni On-Progress
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v5i2.6570

Abstract

The increase in vehicle ownership every year causes a lack of information monitoring on each vehicle. As one of the methods used to find vehicle information, recognizing each number plate is a solution for recognizing vehicles. Utilizing object detection techniques using computer vision in recognizing vehicle number plates can simplify the plate recognition process. The process of identifying and classifying the characters on the plates is conducted simultaneously with a simple implementation which is a benefit of using computer vision in recognizing vehicle plates. The use of the Haar cascade classifier algorithm in this research overcomes the problem of plate detection combined with the Convolutional Neural Networks (CNN) to conduct Optical Character Recognition (OCR) on vehicle plates. The results of vehicle plate recognition in-situ experiments in four real-time tests obtained an average accuracy value of 42.67%.
Co-Authors ., Rohmadi Adi Nugraha Agus Santoso Tamsir Agusutrisno Agusutrisno Agusutrisno Marlis Nurut Ahendyarti, Ceri Akhmad Mahfud Alfanz, Rocky Alia Shaliha Amany Alief Maulana Amalia Sholehah, Amalia Amany, Alia Shaliha Anggoro Suryo Pramudyo Annisa Sucianti Nurliany Arbai Yusuf Arbai Yusuf Arba’i Yusuf Ceri Ahendyarti David Abraham Dina Estining Tyas Lufianawati Dodi Sudiana Erika Diana Rizanti Fahrizal, Rian Fikri, Aldi Muhamad Franata, Nauval Hamzah Hamzah Harry Sudibyo Haryono, Didied Haryono, Didied Haryono, Didied Ibrahim Nawawi Irma Saraswati Jaga Sobar Julianto Linda Khilyana Mardiyanto, Mardiyanto Masjudin Masjudin Maulana, Alief Mohammad Rosi Muchtar Ali Setyo Yudono Muhammad Rizki Fadillah Muhammad Sadikin Muhammad Sadikin Muhammad, Fadil Mulyadi, Rendi NafilahSulfa Nauval Franata Qurroh A’yuniyah Rafli Rahman Faiz Suwandana Ratu Verlaili Erlindriyani Rocky Alfanz Rocky Alfanz Rocky Alfanz, Rocky Rohmadi . Rohmadi Rohmadi Rohmadi Rohmadi Rohmadi Rohmadi Romayyizah romi wiryadinata Rusbana, Tb Bahtiar Rustamaji, Rustamaji Saputra, Aldy Yana Setiawan, Ipick Setyawan, Haris Sholehah, Amalia Shulhany M, Ahmad Siswo Wardoyo Siswo Wardoyo Sobar, Fragrans Anjasmara Sri Kliwati sulfa, Nafilah Sulfa Taruno, Warsito P. Teguh Firmansyah Teguh Firmansyah Wahyu Widada Wahyu Widada Wahyu Widada Wahyuni Martiningsih Warsito P. Taruno Warsito P. Taruno Warsito P. Taruno Wibowo, Risky Ari Widada, Wahyu Widada, Wahyu Wilda Annisa3 Yanti Wulandari Yusuf, Arbai Zaharda, Alfirdaus