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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 Adha, Fauzia Aulia Adi Heri Afifah, Irma Afira, Lindini Afriani Afriani Agestianti, Ruth Agung Bambang Setio Utomo Agustia, Yesi Agustin, Khairunnisa Akmal Junaidi Akyun, Suri Alawiyah, Isnaini Alindra, Afridha Laily Amalia Rahmawati Aminuddin, Jamrud Ananda, Muharam Rizqi Anggia, Yosi Anjeli Kusuma Wijayanti Anna Mardiana Handayani Annisa Amalia Annisa Annisa Apriyadi, Rimbawan Ardiansyah, Romi Arum Sulistyani Asmukyati, Yati Asyriah, Nor Aulia, Muhammad Avizza, Pinkan Ledy Ayu, Putri Azhari, Ichwan Azian M. Safan 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 Dayana, Dea DEWI SARTIKA Dina Djati , Leryza Audryna Dwi Handayani Dwi Yuniar Billy Canser Edi Surya, Edi Emmawati, Aswita Eppang, Yudiarsi Era Sonita Evi Yulianti Fakikhah, Dila Toebatul faradina, Syarifah Firdaus, Delpa Fitriani, Novi Frischila Barnabas , Yuni Hadarah Halifah , Rofikoh Hamka Hamka, Hamka Hanandhya, Mahira Imtinan Harnia, Afsha Hartanti, Erni Musri Hasna Heryn Mandala Putri Hidayat, Raisa Khaira Husnul Khatimah I WAYAN SUMARJAYA Indah Emilia Wijayanti Indriati, Marlinda Irawan Irma Nirmala Isfaizah Ishak, Maulana ISKANDAR Isnen, Yazid Zainur Istikomah Izziah, Putri Jatmiko Susilo Jazaul Husna Joni, Yefri Junaidi, Win Juriana Juriana 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 Mardiana, Sri Siska Mardiansah, Rifki Marjohan, Masno Marlina Ekawaty Marmawi R . Marnila Marty Mawarpury Marwa, Adilah Maulida Rachmawati Maulidina, Rifatul Maya Khairani Ma’arif, Iin Baroroh Mifta Nurul Rosyidah Miftakhur Rohmah, Miftakhur Mulfira firnanda Munawar Ismail Munawwarah, Hidayati Musyarofah, Anna muwaffaq, Abiyyu Sayyid Nabella, Rihana Sofie Nabella, Rihana Sofie Nabella Nabila, Syifa Nabila, Viska Aisyah Nabilah, Azmi Nafira, Annisa Nakisoma, Irene Ni Ketut Tari Tastrawati Nita Amalia Nur Azizah Novita Sari Nufus, Anisa Tasfiatun Nur Rahmawati Nurdina Rasjid Nurhaliza, Yunia Nurjannah Bachri Nurjihan, Tara 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 Rafii Nur Fauzan, Muhammad Rafii Rahma, Aulia Fathiya Rahmawati, Syafia Amanda Rahmi Hidayati Rangkuti, Ilhan Rayfatsyah Ratna Dewi Rialdi, Azzahra Putri Rianti, Ulfa Rina Mardiana Rini Susanti Risana Rachmatan Risnawati Risnawati Rizkiyah, Annisa Rizky Maulana, Rizky Rohmaniyah, Rohmaniyah Rosmana, Primanita Sholihah Rosmiati , Meiti Rosy Hutami Rufi'i rusnoto rusnoto Ruswan, Acep Safan, Azian M. Sampurnaningsih, Sri Retnaning 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 Solly Aryza Subarno Subarno, Subarno Sudirman Sudirman Sugiarti, Endang Suhardi Sujati, Heronemus Sulasmi Sulasmi Sunardi Sunardi susanti, septria Suyida, Nasywa Alifah Syarifah Syarifah, Syarifah Tanjung, Zakiatul Hasanah Tedy Rismawan Teuku Salfiyadi Tomana, Josef Tria Anggraini , Yessa Tutuk Ningsih Wahyu Kurniawati Wardhani, Neng Sri Warso Warso, Warso wati, Hasnidar Wildan Mubarok, Wildan Wildansyah lubis, Wildansyah Winara Winara Wulpiah Yani , Ahmad Zaujatul Amna, Zaujatul Zikriyah