Leaf Disease Classification

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Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Leaf Disease Classification.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Leaf Disease Classification.

51 papers

Latest in Leaf Disease Classification

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  1. MCLC-NET: Multimodal Continual Learning for Leaf Counting

    Sep 16, 2026Ruchi Bhatt, Pratibha Kumari, Shreya Bansal +3Leaf Disease ClassificationNormalized Difference Vegetation Index

  2. 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 +3Leaf Disease Classification

  3. Precision in Rice Variety Classification using Stacking-Based Ensemble Learning

    Sep 9, 2026Md. Masudul Islam, Galib Muhammad Shahriar Himel, Md. Golam Moazzam +1Leaf Disease ClassificationSmartphone Photographs

  4. 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 SyfullahLeaf Disease ClassificationConvolutional Neural Networks

  5. BoltNet: An Ultra-Lightweight Convolutional Network for On-Device Plant Species Identification

    Aug 12, 2026Daniel Rossi, Guido Borghi, Roberto VezzaniLeaf Disease ClassificationRecognition

  6. A Comparative Evaluation of Deep Learning Object Detection Models on a Real-World Multi-Plant Dataset from Africa

    Aug 11, 2026Ismail Ismail Tijjani, Sunusi Muhammad Ibrahim, Amina Ibrahim Khaleel +5Yolo26Leaf Disease Classification

  7. 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 MiaouLeaf Disease ClassificationDynamic Routing

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

    Aug 9, 2026Gia-Han Truong, Khang Nguyen Quoc, Luyl-Da QuachLeaf Disease ClassificationDiagnostic Benchmark

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

    Aug 4, 2026Deckshitha Angadi, Koteshwar Goud Surga, Nagaraju Lakkaraju +6Leaf Disease ClassificationPrecision Agriculture

  10. Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction

    Aug 2, 2026Ahmed Baha Ben Jmaa, Faten Chaieb, Anna FabijańskaHyperspectral Image ClassificationLeaf Disease Classification

  11. Physics-Informed Neural Networks for Predicting Nitrous Oxide Flux

    Jul 26, 2026Freddy Yu, Jashanjeet Kaur Dhaliwal, Subhadeep ChakrabortyLeaf Disease Classification

  12. STS-NET: Spatio-Temporal Stress Network for Self-Supervised Crop Stress Detection using Satellite Image Time Series

    Jul 21, 2026Pradeep Dalal, Rajiv Ranjan, Sushil Ghildiyal +2Leaf Disease ClassificationNormalized Difference Vegetation Index

  13. Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification

    Jul 16, 2026Alper Erten, Murilo Gustineli, Adrian CheungLeaf Disease ClassificationNormalized Difference Vegetation Index

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

    Jul 13, 2026Benjamin Blake, Declan McIntosh, Jürgen Ehlting +3Leaf Disease Classification3D Plant Phenotyping

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

    Jul 5, 2026Raunak Kumar, Soumyashree KarLeaf Disease ClassificationPrecision Agriculture

  16. Learning Adversarial Augmentation Policies for Robust Garlic Seedling Detection

    Jun 25, 2026Soeun Lee, Chanho Kim, Yeji Kang +2Leaf Disease ClassificationPrecision Agriculture

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

    Jun 22, 2026Phi-Hung Hoang, Thi-Thu-Hong PhanLeaf Disease ClassificationCold Mixture-Of-Expert Models

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

    Jun 19, 2026Ali SaeidanLeaf Disease ClassificationHyperspectral Image Classification

  19. VTOS: Learning to Orchestrate Vision Tools by Co-Searching Solutions and Observers

    Jun 17, 2026Jinchao Ge, Lingqiao Liu, Shuwen Zhao +1Computer VisionSingle-Agent Baselines

  20. 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 +1Leaf Disease ClassificationDeep Learning Framework

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

    Jun 12, 2026Shayan Abrar, Sudeepta Mandal, Abdul Awal Yasir +4Leaf Disease ClassificationSkin Lesion Classification

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

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

  23. Feature extraction for plant growth estimation

    Jun 10, 2026Simbarashe Aldrin Ngorima, Albert Helberg, Marelie H. DavelLeaf Disease ClassificationFeature Extraction

  24. USU-Corn-WeedDB: A UAV RGB Image Dataset for Multi-Species Weed Detection in Forage Corn

    Jun 4, 2026Utsav Bhandari, Saroj Burlakoti, Rhonda Miller +3Leaf Disease ClassificationVision Datasets

  25. Comparison of Deep Learning Frameworks For Rice Disease Mapping From UAV Multispectral Imaging

    Jun 4, 2026Yadav Raj Ghimire, Jagrati Talreja, Tewodros Syum Gebre +3Leaf Disease ClassificationUnmanned Aerial Vehicle Imagery

  26. Attention mechanisms and transfer learning for robust peach leaf damage classification under domain shift

    Jun 1, 2026Adrián Cánovas-Rodriguez, Miguel A. González-Illán, Maria Fernanda García-Cruz +5Leaf Disease ClassificationPrecision Agriculture

  27. A Modelling and Evaluation Framework for EuroCrops-Driven Sentinel-2 Crop Segmentation

    May 30, 2026Alexandra Nicoleta Scarlat, Ioana Cristina Plajer, Alexandra BaicoianuSentinel-2Remote Sensing Image Segmentation

  28. A novel ordinal multi-view aggregation scheme for oak defoliation

    May 27, 2026Francisco Bérchez-Moreno, Ricardo Enrique Hernández-Lambraño, David Guijo-Rubio +4Forest BiomassLeaf Disease Classification

  29. FruitEnsemble: MLLM-Guided Arbitration for Heterogeneous ensemble in Fine-Grained Fruit Recognition

    May 20, 2026Enhui Yu, Junhui Li, Ruitong Lu +2Fine-Grained PerceptionLeaf Disease Classification

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

    May 15, 2026Salma Hoque Talukdar Koli, Fahima Haque Talukder JelyLeaf Disease ClassificationDeep Learning Framework

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

    May 10, 2026Muhammad Arbab Arshad, Tirtho Roy, Yanben Shen +7Leaf Disease ClassificationMedical Vision-Language Models

  32. Beyond Toy Benchmarks: A Systematic Evaluation of OOD Detection Methods For Plant Pathology Classification

    May 9, 2026Devesh ShahOut-Of-Distribution Detection PerformanceLeaf Disease Classification

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

    May 7, 2026Shouvik Sardar, Sourish DasLeaf Disease ClassificationYolo26

  34. Event-Based Early Warning of Vineyard Disease Risk from Environmental Time Series

    May 6, 2026Ivica Dimitrovski, Ivan Kitanovski, Danco Davcev +2Leaf Disease ClassificationEarly Warning

  35. ReLeaf: Benchmarking Leaf Segmentation across Domains and Species

    May 5, 2026Robert Martinko, Daniel Steininger, Julia Simon +2Leaf Disease ClassificationPrecision Agriculture

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

    May 2, 2026Minh-Dung Le, Minh-Duc Hoang, Hoang-Vu Truong +1Leaf Disease ClassificationHeterogeneous Knowledge Distillation

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

    May 2, 2026David J. RichterLeaf Disease ClassificationTransfer Learning

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

    Apr 30, 2026Ekram Alam, Jaydip Sanyal, Akhil Kumar Das +2Leaf Disease Classification3D Convolutional Neural Networks

  39. Self-Supervised Learning of Plant Image Representations

    Apr 30, 2026Ilyass Moummad, Kawtar Zaher, Hervé Goëau +3Leaf Disease ClassificationSelf-Supervised Learning

  40. Energy-Efficient Plant Monitoring via Knowledge Distillation

    Apr 29, 2026Ilyass Moummad, Reda Bensaid, Kawtar Zaher +5Leaf Disease ClassificationSelf-Supervised Vision Transformers

  41. Evaluation of Convolutional and Transformer-Based Detectors for Weed Detection in Tomato Plantations

    Apr 29, 2026Alcides Toledo Espinosa, Gerardo Antonio Álvarez Hernández, Ángel Eduardo Zamora-Suárez +2Yolo26Leaf Disease Classification

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

    Apr 28, 2026Muhammad Kaleem Ullah KhanLeaf Disease ClassificationImage Classification

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

    Apr 28, 2026Athanasios Papanikolaou, Athanasios Tziouvaras, Pavlos Stoikos +6Leaf Disease ClassificationPrecision Agriculture

  44. Towards Robust Deep Learning-based Rumex Obtusifolius Detection from Drone Images

    Apr 28, 2026Fabian Dionys Schrag, Mehmet Ozgur Turkoglu, Konrad Schindler +1Unsupervised Domain AdaptationLeaf Disease Classification

  45. Agri-CPJ: A Training-Free Explainable Framework for Agricultural Pest Diagnosis Using Caption-Prompt-Judge and LLM-as-a-Judge

    Apr 26, 2026Wentao Zhang, Qi Zhang, Mingkun Xu +6Leaf Disease ClassificationPrecision Agriculture

  46. Resource-Constrained UAV-Based Weed Detection for Site-Specific Management on Edge Devices

    Apr 25, 2026Linyuan Wang, Haibo Yao, Te-Ming Tseng +4Drone DetectionYolo26

  47. Understanding Representation Gaps Across Scales in Tropical Tree Species Classification from Drone Imagery

    Apr 24, 2026Sulagna Saha, Arthur Ouaknine, Etienne Laliberté +7Unmanned Aerial Vehicle ImageryLeaf Disease Classification

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

    Apr 22, 2026Syed Nazmus Sakib, Nafiul Haque, Shahrear Bin Amin +4Leaf Disease ClassificationDiagnostic Benchmark

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

    Apr 21, 2026Ruben Pascual, Inés Hernández, Salvador Gutiérrez +4Leaf Disease ClassificationHyperspectral Image Classification

  50. SWNet: A Cross-Spectral Network for Camouflaged Weed Detection

    Apr 17, 2026Henry O. Velesaca, Luigi Miranda, Angel D. SappaLeaf Disease ClassificationCamouflaged Object Detection

  51. PlantExpertVQA: A Visual Question Answering Dataset for Benchmarking Vision-Language Models in Plant Science

    Aug 23, 2025Syed Nazmus Sakib, Nafiul Haque, Mohammad Zabed Hossain +1Leaf Disease ClassificationVision Datasets