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All Journal Competitor : Jurnal Pendidikan Kepelatihan Olahraga Novum : Jurnal Hukum Medical Journal of Indonesia Religio : Jurnal Studi Agama-agama Indonesian Journal of Educational Counseling ENGLISH JOURNAL Amerta Nutrition MUHARRIK: JURNAL DAKWAH DAN SOSIAL Jurnal Bimbingan Konseling Sukma: Jurnal Pendidikan QUANTA Accounting and Management Journal Psychocentrum Review Mutawatir : Jurnal Keilmuan Tafsir Hadith FOKUS : Kajian Bimbingan dan Konseling dalam Pendidikan English Journal Istinbath : Jurnal Hukum Jurnal Teknologi Informatika dan Komputer Lumbung Inovasi: Jurnal Pengabdian Kepada Masyarakat Jurnal Ilmiah Wahana Pendidikan Jurnal Manajemen Mandiri Saburai (JMMS) KomunikA Jurnal AbdiMU Aceh Journal of Community Engagement (AJCE) Kajian Ilmu Sosial Jurnal Pengabdian Masyarakat Bangsa Jurnal Ilmu Sosial, Humaniora dan Seni Equilibrium: Jurnal Ekonomi Syariah Socius: Social Sciences Research Journal Jurnal Pengabdian Sosial Jurnal Indonesia : Manajemen Informatika dan Komunikasi Berkala Forum Studi Transportasi antar Perguruan Tinggi Media of Computer Science Sukma: Jurnal Pendidikan Journal of Collaborative Industrial Management Proceedings of the Siliwangi Annual International Conference on Guidance and Counselling Jurnal Pengabdian Masyarakat, Ilmu, dan Aksi
REZA PAHLEVI
Fakultas Ilmu Administrasi Universitas Brawijaya
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Transportation Other

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Journal : media of computer science

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Identification of Leaf Spot Diseases in Eggplant Using Gray Level Co-Occurrence Matrix (GLCM) Feature Extraction and Support Vector Machine (SVM) Classification Pahlevi, Reza; Setiawan, Andika; Kesuma, Rahman Indra
Media of Computer Science Vol. 2 No. 1 (2025): June 2025
Publisher : CV. Digital Innovation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69616/mcs.v2i1.202

Abstract

Eggplant (Solanum melongena L.) is one of the widely cultivated vegetables in Indonesia, belonging to the Solanaceae family. This plant is susceptible to several diseases, one of which is leaf spot disease. Leaf spot disease, caused by the pathogenic fungus Alternaria sp., is characterized by irregularly shaped brown spots with a diameter of approximately 0.5 cm. To address this issue, a digital image processing-based system was developed to identify whether the plant is infected. The proposed system employs feature extraction using the Gray Level Co-Occurrence Matrix (GLCM) combined with the Support Vector Machine (SVM) classification algorithm. The study utilized a dataset of 100 images for training and 50 images for testing. The highest achieved accuracy was 100%, obtained by applying Laplace of Gaussian (LoG) edge detection along with Linear Kernel and Polynomial Kernel SVM classifiers.
Co-Authors A.A. Ketut Agung Cahyawan W Adisa, Meyralda Dara Aditama, Yogi Agung Kurniawan al- Gozi, Ahmed AL-IRSYAD, MUHAMMAD Ali Noer Zaman Alvarino, Akbar Muzakki Amanda, Putri An-Khofiyya, Nida Andika Setiawan, Andika Anisa Oktavia antika sari, sindy Arief Syaichu Rohman, Arief Syaichu Arry Rodjani Aulia, Dany Ayu Nabila, Rina Azrilia, Siti Baruna, Arys Hasta Berliana, Farida Bustomi, Yazid Cecep Effendi Dadang Darmawan Dea Aflah Samah Dedi Junaedi Dekasari, Yessy Dekasari Dewi Kurniawati Dewi, R. Retna Kinanti Dhani Herdiwijaya Dhayan, Hana Dian Puspitaningtyas Laksana Dwi Yuwono Puji Sugiharto, Dwi Yuwono Puji Edi Surya Negara Elysia, Jennie Fredella Euis Eti Rohaeti Faisal, Daffa Fathullah, Dzulham Fauzianty Putri Salvatianty Febrian, Revi Fitri Annisa, Dona Fitriani, Amelia Salsabila Gerhard Reinaldi Situmorang, Gerhard Reinaldi Ghaisani, Annisa Gunawan, Tedi Gupron, Mochamad Alfin Hafizhah, Nabila Alifatus Hartanti, Sri Hasibuan, Anni Aisyah Hikmawati, Dinda Indana Tri Rahmawati Irfan Wahyudi izky, Alfaroel Kriscahyanti, Sila Kustiana, Refina Latifah Juni Kusuma Hati, Kusuma Leby, Arrasyifah Linna Oktaviana Sari Madihah Syahnevi, Salwa Manuardi, Ardian Renata Masyita Suherman , Maya Maya Masyita Suherman Movi Riana Rahmawanti Muhammad Izman Herdiansyah Muhammad Jafar, Muhammad Nadya Eka Putri Nahry Nasution, Andra Nurfauziah, Ula Nurul Fauzia, Azni Okta Sari, Resti Paramita, Farah Pranoto Hidaya Rusmin Putra, Candra Galang Gemilang Putri, Fatiya Rizka Rabbani, Muhammad Fahmi Rachmawati, Windi Chusniah Raharja, Putu Angga Risky Rahayu, Nurhadianty Rahman Indra Kesuma Ramadhani Muliaqalbi, Putri Ramadhani, Susan Ridwan, Wachid Rima Irmayanti, Rima Risani, Annisa Riyadhul Fajri Rusydati Khaerani , IzzahFaizah Siti Saeful Mujab Salsabila, Aprilianti Samsudin, Asep Septa Katmawanti, Septa Setiawan, Muhammad Arief Sharoni, Siti Khuzaimah Ahmad Siddik, Riesa Siddik, Riesa Rismawati Siti Fatimah Sri Mulyati Syafitri, Dhiya Syarifuddin Tata Sutabri Teti Sobari, Teti Ulfa M. , Mahdalena Ummu Salma Al Azizah Vianaza, Vianaza Wahyuni, Oktavia Sri Wijaya, Habibi Hadi Williya Novianti Yulindisti, Elga Zahro, Nimas Dewi Aninatus Zulkifli Zulkifli Zulpahmi, Zulpahmi