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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 Adha, Fauzia Aulia Adi Heri Afifah, Irma Afriani Afriani Agestianti, Ruth Agung Bambang Setio Utomo Agustia, Yesi Ahsan, Irfan Fatihan Akmal Junaidi Akyun, Suri Alawiyah, Isnaini Alindra, Afridha Laily Aliyya, Sofie Azzahra Amalia Rahmawati Aminuddin, Jamrud Anggia, Yosi Anjeli Kusuma Wijayanti Anna Mardiana Handayani Annisa Amalia Annisa Annisa Apriyadi, Rimbawan Arum Sulistyani Asmukyati, Yati Asyriah, Nor Aulia, Muhammad Avizza, Pinkan Ledy Ayu, Putri Azhari, Ichwan Azian M. Safan A’yun, Nidha Aulia Qurrata Bilalodin Bilalodin Budi Utomo, Agung Bambang Candrasuari, Ni Luh Putu Diah Ayu Dahlia Dahlia Dari, Qorinah Wulan DEWI SARTIKA Edi Surya, Edi Emmawati, Aswita Eppang, Yudiarsi Era Sonita Evi Yulianti Fakikhah, Dila Toebatul faradina, Syarifah Frischila Barnabas , Yuni Halifah , Rofikoh Hamka Hamka, Hamka Hasna Heryn Mandala Putri I WAYAN SUMARJAYA Iman, Alfiyah Zhafirah Indah Emilia Wijayanti Indriati, Marlinda Isfaizah ISHAK Ishak, Maulana ISKANDAR Isnen, Yazid Zainur Izziah, Putri Jatmiko Susilo Jazaul Husna Joni, Yefri Junaidi, Win Juriana Juriana Khaerunnisa, Hanie Khoryanton, Ampala Kiki Wahyuni Kms. Muhammad Amin Fauzi L. Tobing, Rangga Labibah, Nitha Nasywa Lely Safrina, Lely Lestari, Nurul Khofifah Lintang Wening Pembayun Lumban Toruan, Parmin Mardiansah, Rifki Marjohan, Masno Marlina Ekawaty Marmawi R . Marty Mawarpury Maulida Rachmawati Maulidina, Rifatul Maya Khairani Ma’arif, Iin Baroroh Miftakhur Rohmah, Miftakhur Mohammad Yasir Fauzi Muhammad Ihsan 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 Ni Ketut Tari Tastrawati Nita Amalia Nur Azizah Novita Sari Nur Rahmawati Nurdina Rasjid Nurhaliza, Yunia Nurjihan, Tara Nurmala, Riska Nurul Badriyah Nur’aisyah, Salsadilla Siti Oryza Sativa Pajar Praktino, Budi Putri Dahlia Febiyola Putri Soraiya, Putri Radeetha, Radeetha Rafii Nur Fauzan, Muhammad Rafii Rahim, Irwan Ridwan Rahma, Aulia Fathiya Rahmawan, Arif Rahmi Hidayati Rangkuti, Ilhan Rayfatsyah Ratna Dewi Rialdi, Azzahra Putri Rianti, Ulfa Ridwan, Irwan Rina Mardiana Rini Susanti Risana Rachmatan Rizky Maulana, Rizky Rohmaniyah, Rohmaniyah Rosmana, Primanita Sholihah Rosmiati , Meiti Rosy Hutami Rusli Yusuf Ruswan, Acep Sampurnaningsih, Sri Retnaning Saragih, Emi Juwita Sari, Adinda Fuspita Septian, Tegar Tri Setiabudi , Angga Setiawan, Feri Setyaningsih, Istianah Setyo Tri Wahyudi Sholehurrohman, Ridho Siregar, DELisma Siti Haryani Siti Sarah, Siti Sitti Hijraini Nur Solly Aryza Subarno Subarno, Subarno Sugiarti, Endang Suhardi Sujati, Heronemus Sulasmi Sulasmi Sunardi Sunardi susanti, septria Suyida, Nasywa Alifah Swe, Zin Aung Syarifah Syarifah, Syarifah T. Lando, Asiyanthi Tanjung, Zakiatul Hasanah Taweesan, Achara Tomana, Josef Tria Anggraini , Yessa Tutuk Ningsih Wahyu Kurniawati Warso Warso, Warso wati, Hasnidar Wildansyah lubis, Wildansyah Winara Winara Zaujatul Amna, Zaujatul Zayarati, Mehdi Tanha Zikriyah