Latest Research in Smart Agriculture and AI

99 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Smart Agriculture and AI

Highest-Cited Papers

  1. Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer Assistance (1 citations)
  2. An interpretable vision transformer framework for joint wheat leaf disease classification and pesticide recommendation
  3. Image Processing Computational Algorithm for Classification of Katokkon Toraja Chili Peppers Syndromes in Greenhouse Smart Farming System
  4. Image Processing Computational Algorithm for Classification of Katokkon Toraja Chili Peppers Syndromes in Greenhouse Smart Farming System
  5. Deep learning–driven classification of 46 medicinal macrofungi species: comparative analysis, fusion strategies, and explainability insights
  6. EATMamba: Evolutionary Token-Refined Vision Mamba for Tomato Leaf Disease and Pest Classification
  7. Cross-Dataset Generalization of Bangladeshi Rice Leaf Disease Classifiers: Benchmark, Diagnosis, and Mitigation
  8. A Dual Branch Fusion Network for Simultaneous Tea Leaf Disease Diagnosis and Age-Based Quality Grade Evaluation
  9. Cross-Dataset Generalization of Bangladeshi Rice Leaf Disease Classifiers: Benchmark, Diagnosis, and Mitigation
  10. Design and Evaluation of an AI-Enabled Cloud-Edge Architecture for Connected Precision Agriculture Farms
  11. Plant Disease Prediction System Using Deep Learning and Image Analysis
  12. An intelligent edge AI framework for real-time plant disease detection using deep learning under complex field environments
  13. Plant Disease Prediction System Using Deep Learning and Image Analysis
  14. Rapid determination of potential mycotoxin-producing fungi contamination in post-harvest blueberries based on near infra-red spectroscopy and enhanced prototypical network
  15. Plant Disease Prediction System Using Deep Learning and Image Analysis
  16. Plant Disease Prediction System Using Deep Learning and Image Analysis
  17. Plant Disease Prediction System Using Deep Learning and Image Analysis
  18. Deep Learning-Based Phenotypic Analysis of Soybean Diseases and Assessment of Phylogenetic Signal
  19. CLM-YOLO: An Improved YOLOv11n-Based Model for Accurate Rice Pest Detection and Intelligent Monitoring
  20. Plant Disease Prediction System Using Deep Learning and Image Analysis
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2026 AUG Q1

Smart Agriculture and AI

99 papers

Top Topics (10)

Smart Agriculture and AI83
Computer Vision and Pattern Recognition5
Remote Sensing in Agriculture2
Cell Image Analysis Techniques1
Robotics1
Spectroscopy and Chemometric Analyses1
Plant Pathogens and Fungal Diseases1
Plant Pathogens and Resistance1
Date Palm Research Studies1
Banana Cultivation and Research1

Top Publications (20)

1.Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer Assistance1c2.An interpretable vision transformer framework for joint wheat leaf disease classification and pesticide recommendation3.Image Processing Computational Algorithm for Classification of Katokkon Toraja Chili Peppers Syndromes in Greenhouse Smart Farming System4.Image Processing Computational Algorithm for Classification of Katokkon Toraja Chili Peppers Syndromes in Greenhouse Smart Farming System5.Deep learning–driven classification of 46 medicinal macrofungi species: comparative analysis, fusion strategies, and explainability insights6.EATMamba: Evolutionary Token-Refined Vision Mamba for Tomato Leaf Disease and Pest Classification7.Cross-Dataset Generalization of Bangladeshi Rice Leaf Disease Classifiers: Benchmark, Diagnosis, and Mitigation8.A Dual Branch Fusion Network for Simultaneous Tea Leaf Disease Diagnosis and Age-Based Quality Grade Evaluation9.Cross-Dataset Generalization of Bangladeshi Rice Leaf Disease Classifiers: Benchmark, Diagnosis, and Mitigation10.Design and Evaluation of an AI-Enabled Cloud-Edge Architecture for Connected Precision Agriculture Farms11.Plant Disease Prediction System Using Deep Learning and Image Analysis12.An intelligent edge AI framework for real-time plant disease detection using deep learning under complex field environments13.Plant Disease Prediction System Using Deep Learning and Image Analysis14.Rapid determination of potential mycotoxin-producing fungi contamination in post-harvest blueberries based on near infra-red spectroscopy and enhanced prototypical network15.Plant Disease Prediction System Using Deep Learning and Image Analysis16.Plant Disease Prediction System Using Deep Learning and Image Analysis17.Plant Disease Prediction System Using Deep Learning and Image Analysis18.Deep Learning-Based Phenotypic Analysis of Soybean Diseases and Assessment of Phylogenetic Signal19.CLM-YOLO: An Improved YOLOv11n-Based Model for Accurate Rice Pest Detection and Intelligent Monitoring20.Plant Disease Prediction System Using Deep Learning and Image Analysis
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