Latest Research in Infrastructure Maintenance and Monitoring

27 research papers · 2026 median publication year

Top Research Topics in Infrastructure Maintenance and Monitoring

Highest-Cited Papers

  1. YOLO26-RD: An End-to-End Road Damage Detection Network With Learnable Contrast Enhancement and Edge-Guided Downsampling
  2. WAAR-Net: Weakly-significant Anomaly Area Recognition Network for Visual Detection under Subtle Feature Conditions
  3. A Dual-Camera Edge Sensing Framework with Zone-Aware Multi-Object Tracking for Sensorless Smart Vending Cabinets
  4. Information Retention and Feature Screening Synergistic Network for Aviation Ground Safety and Protective Devices
  5. Why floor plan object detection breaks under real scans: a controlled study of robustness limits
  6. Unified multi-task YOLO-Lite framework for road defect detection and image-level classification with edge-optimized quantization and explainable visual inference
  7. RMR-P: Road Metadata-Aware Restoration for Pavement Inspection
  8. GhostNetV2-YOLO: A Lightweight Detector for Multi-View Aesthetic Object Detection in Home Environments
  9. A deep learning-driven mobile application for monitoring of tile degradation in heritage buildings
  10. Highway foreground picture distress detection method based on homography matrix and object detection
  11. XrayCLIP: A VLM-Based X-Ray Security Inspection System for Railway Safety
  12. A robust road defect detection method for UAV imagery based on synergistic attention and adaptive feature refinement
  13. Damage Classification for 3D Point Cloud Data via 3D Data Analysis and Vision Foundation Model-based 2D Projections
  14. A Method for Portal Crane Wire Rope Recognition Based on Improved PointNet++
  15. A Comprehensive Single-Camera Deep Learning Framework for Detecting Cracks and Potholes, Classifying Severity, and Quantifying Pothole Dimensions
  16. An RPP-YOLOv11 model for road crack detection
  17. An Automated Recognition Framework for Surface Deterioration Features of StoneSculptural Artifacts in the Yungang Grottoes Based on Deep Learning
  18. Adaptive Universal Pavement Distress Detection Based on Transfer Learning and Deep Learning
  19. A multi-frame UAV video inpainting and deep learning framework for vehicle-occlusion-free pavement distress detection
  20. Real-Time Road Condition Detection and Mapping Using YOLOv11 and Built-In CarDashcam
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2026 AUG Q3

Infrastructure Maintenance and Monitoring

27 papers

Top Topics (10)

Infrastructure Maintenance and Monitoring8
Computer Vision and Pattern Recognition4
Advanced Neural Network Applications4
Belt Conveyor Systems Engineering2
Anomaly Detection Techniques and Applications1
RFID technology advancements1
Visual Attention and Saliency Detection1
Building materials and conservation1
Automated Road and Building Extraction1
Mechanical stress and fatigue analysis1

Top Publications (20)

1.YOLO26-RD: An End-to-End Road Damage Detection Network With Learnable Contrast Enhancement and Edge-Guided Downsampling2.WAAR-Net: Weakly-significant Anomaly Area Recognition Network for Visual Detection under Subtle Feature Conditions3.A Dual-Camera Edge Sensing Framework with Zone-Aware Multi-Object Tracking for Sensorless Smart Vending Cabinets4.Information Retention and Feature Screening Synergistic Network for Aviation Ground Safety and Protective Devices5.Why floor plan object detection breaks under real scans: a controlled study of robustness limits6.Unified multi-task YOLO-Lite framework for road defect detection and image-level classification with edge-optimized quantization and explainable visual inference7.RMR-P: Road Metadata-Aware Restoration for Pavement Inspection8.GhostNetV2-YOLO: A Lightweight Detector for Multi-View Aesthetic Object Detection in Home Environments9.A deep learning-driven mobile application for monitoring of tile degradation in heritage buildings10.Highway foreground picture distress detection method based on homography matrix and object detection11.XrayCLIP: A VLM-Based X-Ray Security Inspection System for Railway Safety12.A robust road defect detection method for UAV imagery based on synergistic attention and adaptive feature refinement13.Damage Classification for 3D Point Cloud Data via 3D Data Analysis and Vision Foundation Model-based 2D Projections14.A Method for Portal Crane Wire Rope Recognition Based on Improved PointNet++15.A Comprehensive Single-Camera Deep Learning Framework for Detecting Cracks and Potholes, Classifying Severity, and Quantifying Pothole Dimensions16.An RPP-YOLOv11 model for road crack detection17.An Automated Recognition Framework for Surface Deterioration Features of StoneSculptural Artifacts in the Yungang Grottoes Based on Deep Learning18.Adaptive Universal Pavement Distress Detection Based on Transfer Learning and Deep Learning19.A multi-frame UAV video inpainting and deep learning framework for vehicle-occlusion-free pavement distress detection20.Real-Time Road Condition Detection and Mapping Using YOLOv11 and Built-In CarDashcam
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