Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : JOIN (Jurnal Online Informatika)

Plant Disease Detection Using Digital Image Processing: Opportunities and Challenges Fitriani, Leni; Fatimah, Dini Destiani Siti; Tresnawati, Dewi
JOIN (Jurnal Online Informatika) Vol 10 No 2 (2025)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v10i2.1330

Abstract

Diseases in plants affect the yield of the plant itself. Agriculture is essential in human life, and if plant conditions are left unchecked, it will result in crop failure, which can affect the economy. Many researchers have developed methods to detect plant diseases, ranging from expert systems to deep learning algorithms. Machine learning is particularly effective for this task as it relies on datasets composed of plant images, making image processing crucial for the identification process. This article reviews the current literature and identifies several research gaps, opportunities, and challenges that must be addressed. Specifically, the article outlines potential avenues for future research in detecting plant diseases using image processing techniques. A significant opportunity exists to develop more effective algorithmic models for detecting plant diseases.
Co-Authors Abdalah, Salman Nurdin Abdusyukur, Muhamad Adawiyah, Alya Aditia, Aditia Aditia, Angga Aldika, Alwin Alfarez, Rendi Amelia, Nadya Andriani, Ai Dini Anggana, Mochamad Aprila, Dzikri Ardhillah, Zian Zaky Asep Deddy Supriatna Asep Kurniawan Aulia Apriani, Aulia Aulia, Wafa Ghaida Baasith, Azry Abdul Bahari, Albie Firgi Dermawan, Gisna Fauzian Dewi Tresnawati Diniyaturobiah, Hanipah Dwiyanti, Karinna Nur Efendi, Kurniawan Eri Satria Fahrezi, Filah Fauzan, Darisman Muhamad Febrian, Rivan Ferdiansyah, Riki Fhadillah, Shelly Umayah Fhayed, Nazwan Hanif Al Firmansyah, Muhamad Riksa Fitri Nuraeni Fitriyani, Dila Gotawa, Ikhsanudin Gunawan, Nanda Habib, Reza Hasnan Hanifah, Dinda Haq, Faizal Herdiana, Wandi Hidayat, Achmad Lutfi Hidayatulloh, Endang Prayoga Husaeni, Fachri Ahmad Al Irpan, Nurul Kesuma, Muhamad Yoga Khaerurijal, Fajar Kurniawan, Dede Rizki Leni Fitriani, Leni Madani, Abdullah Ibnu Malik, Jalaludin Maridjan, Maula Muhammad Maulana, Rifki Ilham Melinda, Susan Muhammad Syauqi Mubarok, Muhammad Syauqi Muhammad Yusuf Muhtadin, Fauzan Azmi Mujahid, Wildan Mujahidin Mujahidin Mulyana, Abdurrahman Mulyawati, Sindi Mustofa, Muhamad Zaenal Muzaky, Rifky Khoerul Nazrulloh, Ilham Noviansyah, Ikhwan Nuraisah, Nuraisah Nurhaqiqi, Lisda Nursyahidah, Adhya Nurzaman, Muhammad Zein Oktapiani, Vini Parlina, Rina Pauzi, Hilmi Pratiwi, Revina Zulianti Qorni, Mochamad Rinaldi R, Alvarizky Putra Kurniawan Rabbani, Muflih Rafi Rafiqi, Putri Aufa Rahayu, Raden Erwin Gunadhi Rahmadiani, Dina Ramadania, Sania Putri Raniyanti, Ulpah Resita, Rasty Rinda Cahyana Saputra, Muhamad Dzaki Sriayuwahyuni, Putri Sukmawan, Tegar Tanpidzia, Mochammad Kahfi Taupik Rahman Wijaya, Muhammad Raffly Yeni Pariyatin Yudistira, Restu Zaky, Ahmad Sulthan Zulkarnaen, Eggi