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Munandar Munandar
Jurusan Budidaya Pertanian, Fakultas Pertanian Universitas Sriwijaya Jalan Palembang-Prabumulih,km.32, Ogan Ilir, Indralaya
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Journal : ICONESTH

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PERFORMANCE OF COMPUTER VISION METHOD FOR OVER-HEIGHT VEHICLE DETECTION Twk Mohd Iqbal; Ilahi, Ridha; Munandar, Munandar; Irhamna, Reza
International Conference on Education, Science, Technology and Health (ICONESTH) 2024: The 2nd ICONESTH
Publisher : International Conference on Education, Science, Technology and Health (ICONESTH)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46244/iconesth.vi.480

Abstract

Prevention of accidents for over-height vehicles that will pass through tunnels or underpasses is very necessary. This prevention is done by providing an early warning to over-height vehicles. Early warning is carried out using a system that is able to detect oversized vehicles from the tunnel or underpass height allowed to be passed. This system must have high accuracy and be resistant to various environmental conditions. Interference in detection can occur due to rain, wind, lack of light, night time, various backgrounds such as walls, trees, and two-way roads. This research examines the durability of computer vision-based over-height vehicle detection methods against environmental condition influences. The methods used are Gaussian Mixture Model (GMM) and blob detection. Samples were taken in 3 different location conditions and detected in 5 frame variations. The results of this research show that GMM and blob detection is excellent performance and resilience against environmental conditions. This method can detect over-height vehicles with an accuracy reaching 100% with the number of frames at 5 and 7. It is expected that this detection method can provide more accurate early warnings for over-height vehicles, thereby increasing road user safety.
Co-Authors A. I. Munawar A.A. Ketut Agung Cahyawan W Abbas, Damanhur Achmad Fauzan, Achmad Adnir, Farid Afriana, Ulfa’Izah Nur Agusriati Muliyana Agustiar, Muhammad Agustinawati, Agustinawati Ahmad Soandi Sihombing Alfina, Alfina Andesta, Andesta Anugrah E, Dwiyan Arief Maulana Arliansyah, Arliansyah Azizah, Lisa Nur Chalirafi, Chalirafi Citra Dina Febrina Damanik, Nurliana Dedik Budianta Devi Andriyani Devia Rahmah Dewantara, Jagad Aditya Dewi Fithria Dezkaesni, Safira Dianshar, Rahmad Dr. Susilawati Susilawati Edwarsyah Edwarsyah, Edwarsyah Eka Lisdayanti Endah Anisa Rahma, Endah Anisa F, Falahuddin F, Fuadi Fadilah, Nila Falahuddin, Falahuddin Farid Adnir Fauzul Hakim Hasibuan, Ahmad Febrina, Citra Dina Fitra Gustiar, Fitra Fitria Rahmayanti Fuadi Fuadi Halim, Maulana Harahap, Khairul Luthfi Harahap, Puad Batari Hasibuan, Anwar Arif Hasibuan, Riza Sakhbani Hasmeda, Mery Hasnah Nasution Heikal, Mohd. Hendri, Afrizal Heriansyah Ichsan Ichsan Ilahi, Ridha Imran Imran Inda Rahmayani, Ratu Fazlia Inggria, Annisa Irhami, Irhami Irhamna, Reza Islama, Dini Ismail Sulaiman Iwan Ramadhan Juanda, Reza Koto, Aldi M. Hasan Mahendra Mahendra Mariati Hutabarat, Ayu Marzuki Marzuki Masyhur Masyhur Mayada, Wafiq Mislina, Mislina Muammar Khaddafi Muhammad Ammar Muhammad Hidayat Muhammad Muhammad MUHAMMAD RIZAL Muhammad Syawal Mukaromah, Lailatul Mukhtarida, Mukhtarida Muktaridha, Muktaridha Muliyana, Agusriati Munardi Munardi Mursawal, Asri Nanda Muhammad Razi Nasution, Maylinda Naufal Bachri, Naufal Nugraha, Babang Prima Nurlela Nurlela Nurul Najmi Nurwijayanti Permata, Maulin Prayoga, Muhammad R. Hayati R. Sugeng Mulyono Rahmayanti, Fitria Ranggayoni, Nanda Putri Rico Nur Ilham Riswan, M Ronal Kurniawan Rosyah, Lidiana Rudi Hermi Rujito Agus Suwignyo Ryandi Ryandi, Ryandi Sahputra , Hery Sahrin, Abu Salsa Divi Zianka Sentiya, Novi Simamora, Pimpinan Abaik Siregar, Ayu Lestari Siregar, Khoirun Nisa Siregar, Rania Febriyola Sri Wahyuni Sri Wahyuni Sufal Diansyah Sulis, Sulis Syahrul R, Syahrul Syamsul, Irhami Syam’un, Syam’un Syauki, Moh. Toumae, Villian Twk Mohd Iqbal Uswatun Hasanah Wintah, Wintah Yakup Parto Yasal, Yasal Yasmin, Athiyah Zahidah, RA Ghina Zulkarnaen Zulkarnaen