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Muhammad, Fadil
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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 Absori Absori Adnan Adnan Ahendyarti, Ceri Ahmad, Nur Isra’ Aidul Fitriciada Azhari Alshazil, Renata Seikh Amalia, Maulidia Khairada Anward, Aliy Arivin Aprilianti, Dwi Ashdaq, Muhammad Asmirani, Sri Asriha Kurnia Utami Bambang Tjatur Iswanto, Bambang Tjatur Basri Basri Chrisna Bagus Edhita Praja Chyntia Devi, Made Putri Dakum, Dakum Devin, Firdi Dharma Panji Pratama, Yulio Eriyani, Reni Nur Habib Muhsin Syafingi Hapiz, Mutiara Haq, Aqamal Heniyatun Herdiana, Dian Imamul Muttakin Isnaini, Arfian Zhulfia Jaudah, Tsuroyyaa Maitsaa’ Lia Yulia Budiarti Lovely Lady Maitsaa’ Jaudah, Tsuroyyaa Masjudin Maulana, Muhammad Hilman Maulida, Isda Mochammad Imron Awalludin Muharni, Yusraini Muhiddin Palennari Mutmainah, Mutmainah Muztahidul, Islam Md Nurhayani, Ulfa Nurwendari, Weny Pamungkas, Seno Aji Pane , Miftah Kharidah Praja, Chrina Bagus Editha Puji Sulistyaningsih Purba, Erny Luxy Qotrunnada, Tiara Rafli Rian Fahrizal Rini Herliani Rocky Alfanz, Rocky Rusmawati, Angger Safaana, Aurora Saputra, M.Khalid Fredy Savitri, Ratih Septia, Livia Pijar Shaafia, Amanda Sibarani, Choms Gary Ganda Tua Siswo Wardoyo Siti Aliyah Siti Khodijah Sitompul, Andreas Jones R Sofian, Muhamad Suharso Suharso Teguh Firmansyah Utami, Sintowati Rini Utomo, Tegar Priyo Wibowo, Risky Ari wulan, Sarinah sri Yulia Kurniaty