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Journal : integra journal of integrated mathematics and computer science

Color-Based Spot Detection Using Automatic Leaf Segmentation in Potato Plants Sholehurrohman, Ridho; Sari, Kartika; Junaidi, Akmal
Integra: Journal of Integrated Mathematics and Computer Science Vol. 2 No. 3 (2025): November
Publisher : Magister Program of Mathematics, Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26554/integrajimcs.20252339

Abstract

Potato (Solanum tuberosum L.) is one of the world’s major food crops, playing a vital role in supporting food security and nutritional resilience. However, its productivity is often threatened by foliar diseases such as early blight and late blight, which can cause significant yield losses. This study aims to develop a lightweight and explainable classification method for detecting potato leaf diseases based on automatic leaf segmentation and color-based spot analysis. Early and accurate disease detection is essential to support preventive actions in plant protection. The proposed method integrates automatic leaf segmentation using HSV-based thresholding to isolate the leaf region from the background, followed by color-based spot detection to identify disease symptoms. Extracted features include spot area, number of detected spots, and average hue values, which were then classified into three categories (healthy, early blight, and late blight) using a rule-based approach. Validation was conducted by manually comparing classification outputs with ground truth derived from file names. The results show that the method can successfully segment potato leaves, detect spot regions, and classify disease types consistently with manual validation. Although not evaluated through large-scale statistical metrics, the findings indicate that this color-based approach provides a reliable foundation for lightweight potato leaf disease detection without requiring deep learning models.
Co-Authors Abda Abda Adi Heri Afifah, Irma Agestianti, Ruth Agung Bambang Setio Utomo Agustia, Yesi Agustin, Khairunnisa Akmal Junaidi Alawiyah, Isnaini Alindra, Afridha Laily Amalia Rahmawati Aminuddin, Jamrud Ananda, Muharam Rizqi Anggia, Yosi Anjeli Kusuma Wijayanti Anna Mardiana Handayani Annisa Amalia Annisa Annisa Asmukyati, Yati Asyriah, Nor Avizza, Pinkan Ledy Ayu, Putri Azhari, Ichwan Azian M. Safan Azzahra Putri Rialdi A’yun, Nidha Aulia Qurrata Bayti Widya Rezky Bilalodin Bilalodin Budi Utomo, Agung Bambang Candrasuari, Ni Luh Putu Diah Ayu Dahlia Dahlia Dari, Qorinah Wulan DEWI SARTIKA Djati , Leryza Audryna Edi Surya, Edi Emmawati, Aswita Eppang, Yudiarsi Era Sonita Evi Yulianti Fakikhah, Dila Toebatul Fitriani, Novi Frischila Barnabas , Yuni Halifah , Rofikoh Hamka Hamka, Hamka Hanandhya, Mahira Imtinan Harnia, Afsha Hasna Heryn Mandala Putri Hidayat, Raisa Khaira Husnul Khatimah I WAYAN SUMARJAYA Ibrahim Musa, Ibrahim Indah Emilia Wijayanti Indriati, Marlinda Irawan Irma Nirmala Isfaizah ISHAK ISKANDAR Isnen, Yazid Zainur Izziah, Putri Jatmiko Susilo Jazaul Husna Joni, Yefri Khaerunnisa, Hanie Khoryanton, Ampala Kiki Wahyuni Kms. Muhammad Amin Fauzi Kuntina, Alwansyah L. Tobing, Rangga Labibah, Nitha Nasywa Lely Safrina, Lely Lestari, Nurul Khofifah Lintang Wening Pembayun Lumban Toruan, Parmin Marlina Ekawaty Marmawi R . Marnila Marty Mawarpury Masno Marjohan Maulida Rachmawati Maulidina, Rifatul Maya Khairani Muhardi Mulfira firnanda Munawar Ismail muwaffaq, Abiyyu Sayyid Nabella, Rihana Sofie Nabella, Rihana Sofie Nabella Nabila, Syifa Nabila, Viska Aisyah Nabilah, Azmi Nafira, Annisa Nita Amalia Nur Azizah Novita Sari Nufus, Anisa Tasfiatun Nur Rahmawati Nurdina Rasjid Nurhaliza, Yunia Nurjannah Bachri Nurmala, Riska Nurriezqa, Aisyah Eldwina Nurul Badriyah Nur’aisyah, Salsadilla Siti Oryza Sativa Pajar Praktino, Budi Purwanti, Rizki Putri Dahlia Febiyola Putri Soraiya, Putri Radeetha, Radeetha Rahma, Aulia Fathiya Rahmawati, Syafia Amanda Rangkuti, Ilhan Rayfatsyah Rianti, Ulfa Rina Mardiana Rini Susanti Risana Rachmatan Rizkiyah, Annisa Rizky Maulana, Rizky Rohmaniyah, Rohmaniyah Rosmana, Primanita Sholihah Rosmiati , Meiti Rosy Hutami Rusli Yusuf Ruswan, Acep Safan, Azian M. Sanjaya, Hartanto Saputra, Wahyudi Deka Saragih, Emi Juwita Sari, Adinda Fuspita Septian, Tegar Tri Setiabudi , Angga Setiawan, Feri Setyaningsih, Istianah Setyo Tri Wahyudi Sholehurrohman, Ridho Siswadi Siswadi Siswadi Siti Haryani Siti Nur Hidayah, Siti Nur Siti Sarah, Siti Sri Retnaning Sampurnaningsih Subarno Subarno, Subarno Sudirman Sudirman Sugiarti, Endang Sujati, Heronemus Sulasmi Sulasmi Sunardi Sunardi susanti, septria Syarifah faradina Tedy Rismawan Teuku Salfiyadi Tomana, Josef Tutuk Ningsih Wahyu Kurniawati Wardhani, Neng Sri Warso Warso, Warso wati, Hasnidar Wildan Mubarok, Wildan Wildansyah lubis, Wildansyah Winara Winara Yani , Ahmad Zaujatul Amna, Zaujatul Zikriyah