Plant Disease Classification

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5 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. A Swarm-Coordinated Multi-Robot System for Early Stress Detection in Agricultural Rows Using Multimodal Leaf Sensing

    Oct 6, 2026Rishi Gupta, Astha Goyal, Vinay VishwakarmaPlant Disease ClassificationAgricultural Remote Sensing

    Delhi Public School Vasant Kunj, New Delhi, India · Assistant Professor, University of Delhi · Mentor, On My Own Technology Pvt. Ltd, Mumbai, India

  2. Environmental sensor readings in two crop disease image datasets identify the session in which each image was taken

    Oct 5, 2026Sungwoo KangData LeakagePlant Disease Classification

    Department of Electrical and Computer Engineering, Korea University Seoul, Republic of Korea

  3. A Data-Centric Review of Plant Disease Datasets: Taxonomy, Critical Analysis, Environmental Variability, and Implications for Precision Agriculture

    Oct 5, 2026Aamir Hilal, Shabir Ahmad Sofi, Neeraj GoelClass-Imbalanced LearningPlant Disease Classification

    Department of Information Technology, National Institute of Technology, Hazratbal Srinagar 190006, Jammu & Kashmir, India · Department of Computer Science and Engineering, Indian Institute of Technology, Ropar Rupnagar 140001, Punjab, India

  4. Configurable Multi-Stage Vision Pipeline for Crop Disease and Pest Diagnosis

    Sep 18, 2026Naga Ganesh, Chandrashekar M S, Lakshmi Pedapudi +2Agricultural Image AnalysisPlant Disease Classification

    Digital Green

  5. A Multi-Modal Generative Model for Tomato Disease Leaves Understanding

    Sep 17, 2026Khang Nguyen Quoc, Minh-Phuoc Tran, Gia-Han Truong +1Plant Disease ClassificationMultimodal QA

  6. When Ground-Truth Fidelity Matters: An Orchestrated UAS Framework for Wheat Streak Mosaic Virus Detection Using Vision Transformers and Machine Learning

    Sep 14, 2026Dewi Endah Kharismawati, Sandeep Dhakal, Courtney E. McCusker +3Plant Disease ClassificationLearning with Noisy Labels

    Department of Food, Agricultural, and Biological Engineering, The Ohio State University, Columbus, OH, 43210, USA · Corn, Soybean and Wheat Quality Research Unit, USDA Agricultural Research Service, 1680 Madison Ave., Wooster, OH, 44691, USA

  7. AgroVisNet: A lightweight Convolutional Network and the BD-PlantDX Expert-Validated Benchmark for Radish, Potato and Pointed Gourd Disease Classification

    Sep 9, 2026Md. Abdullah Mandal, Saad Ahmed, Md. Khalid SyfullahPlant Disease ClassificationLightweight CNNs

    Department of Computer Science and Engineering, Rajshahi University of Engineering & Technology, Rajshahi, 6204, Bangladesh · Department of Computer Science and Engineering, Bangladesh Army University of Science & Technology, Saidpur, Bangladesh

  8. Vision-language models know more about agriculture than they show and rubric-grounded verifications close the gap

    Sep 8, 2026Earl Ranario, Jared Smith, Lars Lundqvist +2Agricultural Image AnalysisPlant Disease Classification

    University of California, Davis

  9. AdapterMoE: A Two-Stage Hard-Routing Mixture-of-Experts Architecture for Multi-Crop Disease Recognition with Calibrated Rejection and Incremental Learning

    Aug 9, 2026Pin-Hsun Huang, Shaou-Gang MiaouClass-Incremental LearningPlant Disease Classification

    Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan, Taiwan

  10. TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases

    Aug 9, 2026Gia-Han Truong, Khang Nguyen Quoc, Luyl-Da QuachVision-Language ModelsPlant Disease Classification

    Department of Information Technology, FPT University, Can Tho, Vietnam · School of Electrical Engineering, Korea University, Seoul, South Korea

  11. Design and Evaluation of an AI-Enabled Cloud-Edge Architecture for Connected Precision Agriculture Farms

    Aug 4, 2026Deckshitha Angadi, Koteshwar Goud Surga, Nagaraju Lakkaraju +6Plant Disease ClassificationEdge Computing

    AI, IoT and Robotics Lab (AIR Lab), UAVs Group, Autonomous Robotics Systems Limited, Hyderabad, India · Department of Microelectronics and VLSI Design, University of Hyderabad, Hyderabad, India · Department of Artificial Intelligence, ThoughtGreen Technologies Private Limited, Hyderabad, India +6

  12. NEEDL-Bench: Dataset for Swiss Needle Cast and Stomata Detection in Microscopy Images

    Jul 13, 2026Benjamin Blake, Declan McIntosh, Jürgen Ehlting +3Plant Disease ClassificationSmall Object Detection

    Electrical and Computer Engineering University of Victoria Victoria, Canada

  13. Pixel-Precise Explainable Stress Indexing: A Semantic Segmentation Framework for Disease Severity Quantification in Field Crops

    Jul 5, 2026Raunak Kumar, Soumyashree KarAgricultural Image AnalysisImage Segmentation

    Centre of Studies in Resources Engineering Indian Institute of Technology Bombay Mumbai, Maharashtra, India

  14. Cross-Architectural Mixture-of-Experts with Adaptive Soft Routing for Plant Leaf Disease Classification

    Jun 22, 2026Phi-Hung Hoang, Thi-Thu-Hong PhanPlant Disease ClassificationMixture-of-Experts Models

    AIT laboratory, Faculty of Artificial Intelligence, FPT University, Da Nang, 550000, Viet Nam

  15. Few-Shot Hyperspectral Aphid Detection via FastGAN Synthetic Data Generation, Transformer-Based Classification and Explainable AI

    Jun 19, 2026Ali SaeidanAgricultural Image AnalysisSynthetic Data Augmentation

    Lancaster Medical School, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, United Kingdom

  16. Enhancing Precision Agriculture with a Hybrid Deep Learning Framework for Multi-Class Plant Disease Classification and Interpretability

    Jun 13, 2026Hasibul Islam Sufi, Ridam Roy, Shayla Alam Setu +1Plant Disease ClassificationHybrid CNN-Transformer Architectures

    Department of Computer Science and Engineering, Daffodil International University, Dhaka 1216, Bangladesh

  17. An Ensemble Deep Learning Approach for Reliable and Scalable Lemon Leaf Disease Classification

    Jun 12, 2026Shayan Abrar, Sudeepta Mandal, Abdul Awal Yasir +4Plant Disease ClassificationExplainable Image Classification

    Dept. of CSE American International University-Bangladesh Dhaka, Bangladesh · Dept. of CSE East West University Dhaka, Bangladesh · Dept. of CSE North South University Dhaka, Bangladesh

  18. CottonLeafVision: An Explainable and Robust Deep Learning Framework for Cotton Leaf Disease Classification

    Jun 12, 2026Rafi Ahamed, Md. Abir Rahman, Tasnia Tarannum Roza +3Plant Disease ClassificationExplainable Image Classification

    Dept. of CSE East West University Dhaka, Bangladesh

  19. AgriMind: An Ensemble Deep Learning Framework for Multi-Class Plant Disease Classification

    May 15, 2026Salma Hoque Talukdar Koli, Fahima Haque Talukder JelyPlant Disease ClassificationEnsemble Learning

    RTM Al-Kabir Technical University, Sylhet-3100, Bangladesh · North East University Bangladesh, Sylhet, Bangladesh

  20. SAGE: Scalable Agentic Grounded Evaluation for Crop Disease Diagnosis

    May 10, 2026Muhammad Arbab Arshad, Tirtho Roy, Yanben Shen +7VLM EvaluationAgricultural Image Analysis

    Iowa State University, USA · New York University, USA

  21. TinyBayes: Closed-Form Bayesian Inference via Jacobi Prior for Real-Time Image Classification on Edge Devices

    May 7, 2026Shouvik Sardar, Sourish DasPlant Disease ClassificationEdge Inference

    Data Science Group Chennai Mathematical Institute

  22. AgriKD: Cross-Architecture Knowledge Distillation for Efficient Leaf Disease Classification

    May 2, 2026Minh-Dung Le, Minh-Duc Hoang, Hoang-Vu Truong +1Efficient Neural Network InferencePlant Disease Classification

    AIT laboratory, Faculty of Artificial Intelligence, FPT University, Da Nang, 550000, Viet Nam

  23. Developing a Strong Pre-Trained Base Model for Plant Leaf Disease Classification

    May 2, 2026David J. RichterPlant Disease ClassificationTransfer Learning

    Department of Artificial Intelligence Convergence Graduate School, Chonnam National University

  24. GourNet: A CNN-Based Model for Mango Leaf Disease Detection

    Apr 30, 2026Ekram Alam, Jaydip Sanyal, Akhil Kumar Das +2Plant Disease Classification

    Gour Mahavidyalaya, Malda, India · University of Gour Banga, Malda, India

  25. Energy-Efficient Plant Monitoring via Knowledge Distillation

    Apr 29, 2026Ilyass Moummad, Reda Bensaid, Kawtar Zaher +5Plant Disease ClassificationEnergy-Efficient ML

    LIRMM, Univ Montpellier, CNRS, Inria, Montpellier, France · IMT Atlantique, Brest, France. Polytechnique Montréal, Canada · Institut National de l’Audiovisuel, Paris, France +2

  26. A Light Weight Multi-Features-View Convolution Neural Network For Plant Disease Identification

    Apr 28, 2026Muhammad Kaleem Ullah KhanEfficient Neural Network InferencePlant Disease Classification

    COMSATS University Islamabad, Pakistan

  27. Performance and Energy Trade-Off Analysis of Hierarchical Federated Learning for Plant Disease Classification

    Apr 28, 2026Athanasios Papanikolaou, Athanasios Tziouvaras, Pavlos Stoikos +6Hierarchical Federated LearningPlant Disease Classification

    University of Zagreb, Croatia · University of Thessaly, Greece · University of Glasgow, UK +2

  28. Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry

    Apr 22, 2026Syed Nazmus Sakib, Nafiul Haque, Shahrear Bin Amin +4Visual Question AnsweringPlant Disease Classification

    Department of Robotics and Mechatronics Engineering, University of Dhaka, Dhaka, Bangladesh · Department of Computer Science and Engineering, University of Dhaka, Dhaka, Bangladesh · Department of Agronomy, Gazipur Agricultural University, Gazipur, Bangladesh +1

  29. Evaluating Histogram Matching for Robust Deep learning-Based Grapevine Disease Detection

    Apr 21, 2026Ruben Pascual, Inés Hernández, Salvador Gutiérrez +4Distribution Shift RobustnessImage Enhancement

    Institute of Smart Cities (ISC), Dept. of Statistics, Computer Science and Mathematics, Public Univ. of Navarre (UPNA), 31006 Pamplona, Spain · Institute of Grapevine and Wine Sciences (Univ. of La Rioja, CSIC, Govt. of La Rioja), 26007, Logroño, Spain and Televitis Research Group, Univ. of La Rioja, 26006, Logroño, Spain · Dept. of Computer Science and AI, Univ. of Granada, 18071, Granada, Spain +1