Latest Research in Infrastructure Maintenance and Monitoring

Top Research Topics in Infrastructure Maintenance and Monitoring

• Infrastructure Maintenance and Monitoring — 38 papers
• Industrial Vision Systems and Defect Detection — 36 papers
• Computer Vision and Pattern Recognition — 25 papers
• Advanced Neural Network Applications — 15 papers
• Welding Techniques and Residual Stresses — 7 papers
• Anomaly Detection Techniques and Applications — 4 papers
• Additive Manufacturing Materials and Processes — 2 papers
• Textile materials and evaluations — 2 papers
• Ultrasonics and Acoustic Wave Propagation — 2 papers
• Belt Conveyor Systems Engineering — 2 papers

Highest-Cited Papers

1. Enhanced Seam Segmentation for Automated Welding Robot in Construction Through Transfer Learning: Addressing Limitations of Bilateral Segmentation Network
2. ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection
3. PCBVisionNet: An Attention-Guided CNN Framework for Automated PCB Defect Classification with Explainable Localization
4. A comprehensive review of fast computing approaches for real-time image defects in smart manufacturing of PCB electronics
5. Few-shot concrete surface extraction for automated UAV-based building inspection using vision foundation models
6. Analysis of Automated Digital Multimeter Readings Using LabVIEW OCR and YOLOv8s-Based Object Detection
7. U-SAMNet: Uncertainty-Aware Self-Attention Multi-Task Network for Pore Detection in Additive Manufacturing
8. Automated Structural Deficiency Detection: An Enterprise-Scale Computer Vision Approach
9. Automated Structural Deficiency Detection: An Enterprise-Scale Computer Vision Approach
10. A Review and Prospect of Appearance Defect Detection Methods for High Voltage Equipment Based on Vision Large Models
11. Lightweight embedded detection system for historic wooden architecture using an improved YOLOv8 model
12. Integrated component and damage recognition for post-earthquake reinforced concrete structures via image segmentation
13. TAD-YOLO11n: A Lightweight Network with Multiscale Feature Enhancement for Steel Surface Defect Inspection
14. CulvertVision: Advancing AI-Augmented Inspection and Condition Assessment of Culverts
15. MFIA-YOLO: A Small-Object Defect Detection Model for Transmission Line Spacers
16. GeoMamba: Geometric-Prior-Infused Multi-Scale Deformable Visual Mamba for Crack Semantic Segmentation
17. Research on a fabric defect sample generation algorithm based on improved StyleGAN2
18. Automated Corrosion Detection in ASTM A572 Grade 50 W-Beams Using U-Net and Attention U-Net: A Comparative Analysis for Semantic Segmentation
19. DOWSER: A DINO-based One-shot Water Seepage Recognition network for TBM tunnel inspection
20. RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations