Latest Research in Public Infrastructure Defect Monitoring

19 research papers · 2026 median publication year

Top Research Topics in Public Infrastructure Defect Monitoring

Highest-Cited Papers

  1. XrayCLIP: A VLM-Based X-Ray Security Inspection System for Railway Safety
  2. A robust road defect detection method for UAV imagery based on synergistic attention and adaptive feature refinement
  3. RMR-Net: Degradation-Evidence-Guided Road-Image Restoration for Defect Detection
  4. Damage Classification for 3D Point Cloud Data via 3D Data Analysis and Vision Foundation Model-based 2D Projections
  5. A Method for Portal Crane Wire Rope Recognition Based on Improved PointNet++
  6. A Comprehensive Single-Camera Deep Learning Framework for Detecting Cracks and Potholes, Classifying Severity, and Quantifying Pothole Dimensions
  7. Adaptive Universal Pavement Distress Detection Based on Transfer Learning and Deep Learning
  8. A multi-frame UAV video inpainting and deep learning framework for vehicle-occlusion-free pavement distress detection
  9. Real-Time Road Condition Detection and Mapping Using YOLOv11 and Built-In CarDashcam
  10. DRQ-RTDETR: Degradation-Aware Detail Recovery and Query-Guided RT-DETR for Household Gas Facility Detection
  11. Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition
  12. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  13. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  14. A fine-grained defect-sensitive local–global multiscale vision transformer framework for urban visual pollution prediction
  15. Real-Time Interface-Opening Detection for Nickel Starting Sheet Pre-Stripping Based on an Improved YOLO11n
  16. An intelligent approach for automated vehicle damage classification
  17. YOLO-GF: A Lightweight Detector for Character-Level Recognition in Medicine Packaging
  18. Artificial Intelligence‐Driven Multi‐Class Road Damage Detection Using Attention‐Enhanced YOLOv8 and Weighted Boxes Fusion
  19. Industrial Object Counting from Traditional Machine Vision to Open-World Foundation Models: A Systematic Review

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2026 AUG Q2

Public Infrastructure Defect Monitoring

19 papers

Top Topics (7)

Infrastructure Maintenance and Monitoring8
Advanced Neural Network Applications3
Computer Vision and Pattern Recognition3
Belt Conveyor Systems Engineering2
Mechanical stress and fatigue analysis1
Fire Detection and Safety Systems1
Video Surveillance and Tracking Methods1

Top Publications (19)

1.XrayCLIP: A VLM-Based X-Ray Security Inspection System for Railway Safety2.A robust road defect detection method for UAV imagery based on synergistic attention and adaptive feature refinement3.RMR-Net: Degradation-Evidence-Guided Road-Image Restoration for Defect Detection4.Damage Classification for 3D Point Cloud Data via 3D Data Analysis and Vision Foundation Model-based 2D Projections5.A Method for Portal Crane Wire Rope Recognition Based on Improved PointNet++6.A Comprehensive Single-Camera Deep Learning Framework for Detecting Cracks and Potholes, Classifying Severity, and Quantifying Pothole Dimensions7.Adaptive Universal Pavement Distress Detection Based on Transfer Learning and Deep Learning8.A multi-frame UAV video inpainting and deep learning framework for vehicle-occlusion-free pavement distress detection9.Real-Time Road Condition Detection and Mapping Using YOLOv11 and Built-In CarDashcam10.DRQ-RTDETR: Degradation-Aware Detail Recovery and Query-Guided RT-DETR for Household Gas Facility Detection11.Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition12.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes13.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes14.A fine-grained defect-sensitive local–global multiscale vision transformer framework for urban visual pollution prediction15.Real-Time Interface-Opening Detection for Nickel Starting Sheet Pre-Stripping Based on an Improved YOLO11n16.An intelligent approach for automated vehicle damage classification17.YOLO-GF: A Lightweight Detector for Character-Level Recognition in Medicine Packaging18.Artificial Intelligence‐Driven Multi‐Class Road Damage Detection Using Attention‐Enhanced YOLOv8 and Weighted Boxes Fusion19.Industrial Object Counting from Traditional Machine Vision to Open-World Foundation Models: A Systematic Review

Sub-Regions (6)

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