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Journal : JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING

Performance Evaluation of Augmented Reality-Based Smart Farming for Rice and Corn Pest Detection Faridhatul Ulva, Ananda; Yulisda, Desvina; Baidhawi, Baidhawi; Nurhasanah, Nurhasanah
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol. 9 No. 2 (2026): Issues January 2026
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jite.v9i2.16996

Abstract

An Augmented Reality application for detecting pests and diseases in rice and corn has been developed to overcome the limitations of visual identification in the field, which still relies on subjective interpretation by users. This system utilises image processing and AR overlay based on smart farming to classify symptoms in real time, improving the precision of diagnosis and consistency in control decision-making. This study aims to design, implement, and evaluate the performance of an augmented reality (AR)-based smart farming system for the visual and interactive detection of pests and diseases in rice and corn crops. The research method uses an evaluative approach by assessing the performance of the Augmented Reality system in the field based on detection accuracy, operational reliability, and the suitability of the results to the predetermined performance indicators. Testing was conducted in Gampong Releut Barat, Dewantara District, North Aceh. The results showed that pest and disease detection accuracy increased from 42.4% to 66.7%, with a system response time of <2 seconds, accompanied by an 18% reduction in crop damage and a 24% increase in productivity, confirming the reliability of the system for field diagnosis. This achievement is significant because it meets the operational performance threshold for smart farming and demonstrates the system's readiness for adoption as an Augmented Reality-based decision support tool at the farmer level. The research conclusion indicates that Augmented Reality-based smart farming has the potential to improve detection accuracy, control efficiency, and crop productivity as a support for precision agriculture and sustainable village food security.
Co-Authors - Fakhrurrazi -, Baidhawi - A.G, Rosnina Abdullah Adnan Adnan Adnan Adnan Agustina Akbar, Khairul Akram, Nuzul Alfi Syahrin, Muhammad Ali Rahmat Ami Safriyanur Ananda Faridhatul Ulva AR, Marzuki Arief Rahman Arnawan Hasibuan Azmi, Farhan Batubara, Fazriani Cindenia Puspasari Darmayani, Satya Deassy Siska Dewi Safitri, Triana Dwi Asti Purnama Dwi Nanda Aulia Situmorang Ernawati Ernawati Fadhilati, Nyak Intan Fadli Fadli Farahdiba, Dewi Farizi, Reza Al Febrianti, F. Firmansyah, Nanda Hafifah Hafifah Hafifah, Hafifah Handayani, Rd Selvy Handayani, Rd Selvy Hasibuan, Muhammad Rafif Fadlurrahman Hasnita, Nur Haykal, Muhammad Hendrival Hendrival Hendrival Hendrival Herman Fithra Hilmi Hilmi Imam Muatho, Muhammad Ismadi Ismadi Jamidi, Jamidi Jufri Jufri Julfikar, Julfikar Kembaren, Emmia Tambarta Khaidir Khaidir Khairani, Annisa Khusrizal Khusrizal Laila Nazirah Latifah Latifah Latifah Latifah M Sayuti M. Nazaruddin, M. Maisura Maisura Mariyudi Mariyudi Maulana Ikhsan Mawardati Mawardati Melati, Putri Millenia Dzikra Az Zahra Milna, Milna Mirzawati, Mirzawati Muhamad Yusuf, SE., M.Si. Muhammad Chairuddin, Muhammad Muhammad Muaz Munauwar Muhammad Nazaruddin Muliana, Muliana Murdani Murdani, Murdani Nanda Savira Ersa Nasruddin Nasruddin Nasruddin Nasution, Paisah Novita Pramahsari Putri Nurhasanah Nurhasanah Nurmasyitah Nurmasyitah Nuzul Akram Pramahsari Putri, Novita Pratiwi, Jelita Widiya Putri, Novita Prahmasari Putri, Novita Pramahsari Razif, Razif Rico Nainggolan, Tito Rosnina nina A.G Rosnina Rosnina, Rosnina Ruhani, Ruhani Sabar, Muhammad SAFITRI, Sekar Safrina Safrina, Safrina Sayuti, Muhammad Siregar, Widyana Verawaty Suheri, Dedi Sulistianto, Sulistianto Suryadi Suryadi Sutiharni Sutiharni Syahrani Khairani Marpaung Taufiqurrahman Taufiqurrahman Tengku Dhean Teuku Ilhami Surya Akbar Usnawiyah Wahida Rizki Alnovi Yulisda, Desvina Yunus, Saifuddin Yuskarina, Yuskarina Yusra Yusra Yusra, Yusra Zikri, Muhammad Afzalul Zufina, Rezki Zuriani, Zuriani Zurrahmi Wirda Zurrahmi Wirda