Latest Research in Infrastructure Integrity Monitoring

Top Research Topics in Infrastructure Integrity Monitoring

• Infrastructure Maintenance and Monitoring — 33 papers
• Advanced Neural Network Applications — 26 papers
• Computer Vision and Pattern Recognition — 25 papers
• Industrial Vision Systems and Defect Detection — 23 papers
• Welding Techniques and Residual Stresses — 7 papers
• Belt Conveyor Systems Engineering — 4 papers
• Railway Engineering and Dynamics — 4 papers
• Anomaly Detection Techniques and Applications — 4 papers
• Ultrasonics and Acoustic Wave Propagation — 3 papers
• Machine Learning in Materials Science — 2 papers

Highest-Cited Papers

1. YOLO-Pooling: Exploring the Potential of Pooling Operations in Object Detection
2. Towards edge-deployable non-destructive testing: A hardware-aware lightweight framework for real-time phased array ultrasonic testing of girth welds
3. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
4. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
5. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
6. An IoT-integrated YOLOv8 framework with adaptive domain alignment for real-time quality inspection in smart logistics
7. Tunnel face extraction method for drill-and-blast tunnels considering occlusion and blur degradation
8. A multiclass U-Net segmentation pipeline to identify multiple microstructural features in asphalt material volume: Application to high-RAP mixtures
9. Aligning Expert Knowledge With Microstructural Features: A Cross‐Modal CLIP Framework for Continuous Spheroidization Grading of 12Cr1MoV Steel
10. Improved Siamese Network for High-Resolution Printed Surface Defect Detection Under Few-Shot Conditions
11. Dual-Channel Scale-Adaptive Clutter Suppression with Confidence-Derived Gating for Microwave Inspection of Curved Radar-Absorbing Materials
12. Hierarchical Sparse-Routing-Enabled Mamba Scanning for Tire Pattern Recognition
13. Road Rockfall Detection by Integrating Feature Engineering with YOLO and Cascade Decision Fusion
14. A Hybrid Data–Physics Residual Network with Class-Orthogonal Physics Heads for EMAT Lamb-Wave Fault Diagnosis on Rail-Steel Plates
15. FH-Net: Frequency-domain and hierarchical dual enhancement for few-shot surface defect segmentation
16. From Pixels to Semantics: Edge AI for UAV-Based Critical Infrastructure Inspection
17. An End-to-End Automated Pipeline for Controllable Crack Data Synthesis
18. Integrated Digital Mural Quality Assessment Using Deep Visual Features and Fuzzy Analytic Hierarchy Process
19. High accuracy and lightweight surface defect detection of metal strips based on improved YOLOv5s
20. Monte Carlo cross-validation driven benchmarking of CNN and transformer-based segmentation models for airfield sealed and unsealed cracks analysis

Sub-Regions

• Industrial Vision Systems and Defect Detection — 74 papers
• Infrastructure Maintenance and Monitoring — 34 papers
• Advanced Neural Network Applications — 27 papers
• Image and Video Processing — 18 papers
• Welding Techniques and Residual Stresses — 13 papers
• Computer Vision and Pattern Recognition — 10 papers