Latest Research in Computer Vision and Pattern Recognition

38 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. A Novel Fast Detection and Localization Method for the ‘Sucui No.1 Pear’ Based on YOLOv11-Pear
  2. Automated binary classification of hazelnut X-ray images: A deep-learning benchmark for quality assessment
  3. GhostGS and ECA2 enhanced framework for accurate strawberry maturity detection in smart agriculture
  4. Apple Tree Distance and Volume Measurement Using LiDAR and RGB-D Imaging
  5. Two-Stage UAV Recognition of Single and Multiple Wild Arrowhead Plants in Paddy Fields Using YOLOv8n and Patch Classification
  6. Online Detection and Grading of Tomato External Quality Based on Machine Vision
  7. Postharvest moisture-level classification using LiDAR point clouds: Integrating 3D structure and spectral intensity
  8. YOLOv11n-DEG for Maize Kernel Damage Detection
  9. A two-stage deep learning framework for oil palm fresh fruit bunch ripeness classification toward predictive harvesting in precision agriculture
  10. Foreseeing the Invisible: Amodal Reconstruction of Leaf Fossil Images
  11. MC-RT-DETR: A Lightweight Real-Time Cotton Top Bud Detection Model Based on Improved RT-DETR
  12. Improved YOLOv8 Weed Segmentation Method Based on Dual-ViT
  13. DSA-UNet: Attention-Integrated and High-Frequency Feature-Preserved U-Net for Fuding White Tea Bud Segmentation
  14. Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction (1 citations)
  15. Automated mangosteen size estimation from images using instance segmentation and adaptive mask refinement
  16. Receding-Horizon Next-Best-View Planner for Autonomous Leaf Surface Reconstruction
  17. Automatic annotation rules for stem orientation in support-based mechanical harvesting of ‘Yuluxiang’ pear
  18. Physics-guided deep representation learning for SEM-based pollen classification via morphology-aware hybrid feature integration
  19. Decoupled Geometric Measurement and Machine Learning Classification for Automated Post-Harvest Quality Assessment of Ruscus hypophyllum Foliage
  20. Rice panicle detection from unmanned aerial vehicle (UAV) imagery via image restoration and pseudo-depth prior
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2026 AUG Q2

Computer Vision and Pattern Recognition

38 papers

Top Topics (10)

Smart Agriculture and AI18
Computer Vision and Pattern Recognition7
Robotics2
Plant Surface Properties and Treatments1
Spectroscopy and Chemometric Analyses1
Tree Root and Stability Studies1
Allergic Rhinitis and Sensitization1
Leaf Properties and Growth Measurement1
Plant tissue culture and regeneration1
Industrial Vision Systems and Defect Detection1

Top Publications (20)

1.A Novel Fast Detection and Localization Method for the ‘Sucui No.1 Pear’ Based on YOLOv11-Pear2.Automated binary classification of hazelnut X-ray images: A deep-learning benchmark for quality assessment3.GhostGS and ECA2 enhanced framework for accurate strawberry maturity detection in smart agriculture4.Apple Tree Distance and Volume Measurement Using LiDAR and RGB-D Imaging5.Two-Stage UAV Recognition of Single and Multiple Wild Arrowhead Plants in Paddy Fields Using YOLOv8n and Patch Classification6.Online Detection and Grading of Tomato External Quality Based on Machine Vision7.Postharvest moisture-level classification using LiDAR point clouds: Integrating 3D structure and spectral intensity8.YOLOv11n-DEG for Maize Kernel Damage Detection9.A two-stage deep learning framework for oil palm fresh fruit bunch ripeness classification toward predictive harvesting in precision agriculture10.Foreseeing the Invisible: Amodal Reconstruction of Leaf Fossil Images11.MC-RT-DETR: A Lightweight Real-Time Cotton Top Bud Detection Model Based on Improved RT-DETR12.Improved YOLOv8 Weed Segmentation Method Based on Dual-ViT13.DSA-UNet: Attention-Integrated and High-Frequency Feature-Preserved U-Net for Fuding White Tea Bud Segmentation14.Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction1c15.Automated mangosteen size estimation from images using instance segmentation and adaptive mask refinement16.Receding-Horizon Next-Best-View Planner for Autonomous Leaf Surface Reconstruction17.Automatic annotation rules for stem orientation in support-based mechanical harvesting of ‘Yuluxiang’ pear18.Physics-guided deep representation learning for SEM-based pollen classification via morphology-aware hybrid feature integration19.Decoupled Geometric Measurement and Machine Learning Classification for Automated Post-Harvest Quality Assessment of Ruscus hypophyllum Foliage20.Rice panicle detection from unmanned aerial vehicle (UAV) imagery via image restoration and pseudo-depth prior
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