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Baidhawi Baidhawi
Universitas Malikussaleh
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Journal : journal of informatics and telecommunication engineering

 1 
Performance Evaluation of Augmented Reality-Based Smart Farming for Rice and Corn Pest Detection Ananda Faridhatul Ulva; Desvina Yulisda; 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 -, Baidhawi - A.G, Rosnina Abdullah Adi Setiawan 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 Dedi Suheri Desi Ariani Dewi Safitri, Triana Dwi Asti Purnama Dwi Nanda Aulia Situmorang Ernawati Ernawati Fadli Fadli Fakhrurrazi Febrianti, F. Firmansyah, Nanda H Hendrival Hafifah Hafifah Hafifah, Hafifah Halim Akbar Halimatussakdiah Halimatussakdiah Handayani, Rd Selvy Handayani, Rd Selvy Hasnita, Nur Haykal, Muhammad Hendrival Hendrival Hendrival Hendrival Hendrival Hendrival Hendrival Hendrival Hendrival Hendrival Herman Fithra Hilmi Hilmi Imam Muatho, Muhammad Ismadi Ismadi Ismadi Ismadi Ismadi Ismadi Jamidi Jamidi Jamidi Jamidi Jamidi, Jamidi Jelita Widiya Pratiwi Jufri Jufri Julfikar Julfikar Kembaren, Emmia Tambarta Khaidir Khaidir Khairani, Annisa Khusrizal Khusrizal Laila Nazirah Laila Nazirah Laila Nazirah Laila Nazirah Laina Fadhillah Latifa Salwa Latifah Latifah Latifah Latifah Latifah Latifah Latifah Latifah Latifah Latifah M Sayuti Maisura Maisura Mariyudi Mariyudi Maulana Ikhsan Mawardati Mawardati Melati, Putri Millenia Dzikra Az Zahra Milna, Milna Mirzawati, Mirzawati Muhamad Yusuf, SE., M.Si. Muhammad Afzalul Zikri Muhammad Chairuddin Muhammad Daud Muhammad Muaz Munauwar Muhammad Muaz Munauwar Muhammad Nazaruddin Muhammad Rafif Fadlurrahman Hasibuan Muliana, Muliana Murdani Murdani, Murdani Nanda Savira Ersa Nasruddin Nasruddin Nasruddin Nasruddin Nasruddin Nasution, Paisah Nilahayati Novita Pramahsari Putri Novita Pramahsari Putri Novita Pramahsari Putri Novita Pramahsari Putri Nurmasyitah Nurmasyitah Nuzul Akram Nyak Intan Fadhilati Pramahsari Putri, Novita Putri Anjali Safina Putri, Novita Prahmasari Putri, Novita Pramahsari Raudhatul Fauza Razif Razif Reza Al Farizi Rico Nainggolan, Tito Rizka Dwi Harianti1 Rizki Evi Yovita Sagala Rizky Diryan Margolang Robi Kurniawan Rosnina nina A.G Rosnina Rosnina, Rosnina Ruhani, Ruhani Sabar, Muhammad SAFITRI, Sekar Safrina Safrina Safrina Safrina, Safrina Siswahyudianto Sulistianto, Sulistianto Suryadi Suryadi Sutiharni Sutiharni Syahrani Khairani Marpaung Taufiqurrahman Taufiqurrahman Tengku Dhean Teuku Ilhami Surya Akbar Usnawiyah Wahida Rizki Alnovi Widyana Verawaty Siregar Widyana Verawaty Siregar Yulisda, Desvina Yunny Mustika Sucy Yunus, Saifuddin Yuskarina, Yuskarina Yusra Yusra Yusra, Yusra Zufina, Rezki Zuriani, Zuriani Zurrahmi Wirda Zurrahmi Wirda