Latest Research in Plant Surface Properties and Treatments

37 research papers · 2026 median publication year

Top Research Topics in Plant Surface Properties and Treatments

Highest-Cited Papers

  1. CLH-DETR: An Enhanced and Lightweight RT-DETR for Mulberry Disease Detection in Natural Orchard Environments
  2. UAV-Based Multi-Label Weed Detection for Site-Specific Weed Management Using a Multi-Scale Convolutional Attention Network
  3. BoltNet: An Ultra-Lightweight Convolutional Network for On-Device Plant Species Identification
  4. Fruit detection for small datasets via adjustable anchor boxes and transfer learning
  5. Precision Greenhouse Rose Phenotyping from UAV Imagery Using a Multi-Source Dataset and Lightweight BloomRoseNet
  6. Automated counting of Spodoptera frugiperda eggs using deep learning in multilayer egg mass images
  7. SPROUT: A Scalable Diffusion Foundation Model for Agricultural Vision
  8. Dye-based field evaluation of an integrated high-precision smart sprayer for weed control in vegetables
  9. Comparative analysis of automatic mask generation methods for agricultural seed instance segmentation
  10. AgriField-40K: Adapting Vision Models to Agriculture With Efficient Continual Pretraining
  11. Lightweight Visual Detection Framework for Accurate Pepper Pest Detection Under Complex Field Conditions
  12. Explainable lightweight deep learning architectures for crop anomaly detection using enhanced Grad-CAM and transfer learning
  13. A cloud-integrated deep learning system for weed detection using Jetson Nano
  14. YOLOv8-EMA-P2: An Enhanced Deep Learning Framework for Wheat Grain Detection and Counting from Single-Spike Images
  15. Vision-Based Counting of Horticultural Seeds Using ViT-UNet Density Regression for Post-Harvest Quality Assessment
  16. Self-Supervised Multimodal Learning for Preharvest and Postharvest Fruit Quality Assessment Using Images and Environmental Sensors
  17. MBFFN: A Multi-Backbone Feature Fusion Network for Fine-Grained Plant Species Classification
  18. A Comparative Evaluation of Deep Learning Architectures for Weed Classification, with an Exploratory Out-of-Distribution Analysis of Albanian Field Images
  19. A Case Study for the Use of Image‐Based Monitoring of Moth Populations in Stored‐Product Environments Using Smart Sticky Traps
  20. KFP-YOLO: A Lightweight Detection Model for Korla Fragrant Pear Disease and Pest Detection Toward Edge Deployment
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2026 AUG Q2

Plant Surface Properties and Treatments

37 papers

Top Topics (6)

Smart Agriculture and AI26
Computer Vision and Pattern Recognition7
Plant Surface Properties and Treatments1
Silk-based biomaterials and applications1
Remote Sensing in Agriculture1
Allergic Rhinitis and Sensitization1

Top Publications (20)

1.CLH-DETR: An Enhanced and Lightweight RT-DETR for Mulberry Disease Detection in Natural Orchard Environments2.UAV-Based Multi-Label Weed Detection for Site-Specific Weed Management Using a Multi-Scale Convolutional Attention Network3.BoltNet: An Ultra-Lightweight Convolutional Network for On-Device Plant Species Identification4.Fruit detection for small datasets via adjustable anchor boxes and transfer learning5.Precision Greenhouse Rose Phenotyping from UAV Imagery Using a Multi-Source Dataset and Lightweight BloomRoseNet6.Automated counting of Spodoptera frugiperda eggs using deep learning in multilayer egg mass images7.SPROUT: A Scalable Diffusion Foundation Model for Agricultural Vision8.Dye-based field evaluation of an integrated high-precision smart sprayer for weed control in vegetables9.Comparative analysis of automatic mask generation methods for agricultural seed instance segmentation10.AgriField-40K: Adapting Vision Models to Agriculture With Efficient Continual Pretraining11.Lightweight Visual Detection Framework for Accurate Pepper Pest Detection Under Complex Field Conditions12.Explainable lightweight deep learning architectures for crop anomaly detection using enhanced Grad-CAM and transfer learning13.A cloud-integrated deep learning system for weed detection using Jetson Nano14.YOLOv8-EMA-P2: An Enhanced Deep Learning Framework for Wheat Grain Detection and Counting from Single-Spike Images15.Vision-Based Counting of Horticultural Seeds Using ViT-UNet Density Regression for Post-Harvest Quality Assessment16.Self-Supervised Multimodal Learning for Preharvest and Postharvest Fruit Quality Assessment Using Images and Environmental Sensors17.MBFFN: A Multi-Backbone Feature Fusion Network for Fine-Grained Plant Species Classification18.A Comparative Evaluation of Deep Learning Architectures for Weed Classification, with an Exploratory Out-of-Distribution Analysis of Albanian Field Images19.A Case Study for the Use of Image‐Based Monitoring of Moth Populations in Stored‐Product Environments Using Smart Sticky Traps20.KFP-YOLO: A Lightweight Detection Model for Korla Fragrant Pear Disease and Pest Detection Toward Edge Deployment
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