Latest Research in Industrial Infrastructure Integrity

196 research papers · 2026 median publication year

Top Research Topics in Industrial Infrastructure Integrity

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. DRQ-RTDETR: Degradation-Aware Detail Recovery and Query-Guided RT-DETR for Household Gas Facility Detection
  4. PCBVisionNet: An Attention-Guided CNN Framework for Automated PCB Defect Classification with Explainable Localization
  5. A comprehensive review of fast computing approaches for real-time image defects in smart manufacturing of PCB electronics
  6. Few-shot concrete surface extraction for automated UAV-based building inspection using vision foundation models
  7. Analysis of Automated Digital Multimeter Readings Using LabVIEW OCR and YOLOv8s-Based Object Detection
  8. U-SAMNet: Uncertainty-Aware Self-Attention Multi-Task Network for Pore Detection in Additive Manufacturing
  9. Automated Structural Deficiency Detection: An Enterprise-Scale Computer Vision Approach
  10. Automated Structural Deficiency Detection: An Enterprise-Scale Computer Vision Approach
  11. Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition
  12. A Review and Prospect of Appearance Defect Detection Methods for High Voltage Equipment Based on Vision Large Models
  13. Lightweight embedded detection system for historic wooden architecture using an improved YOLOv8 model
  14. Integrated component and damage recognition for post-earthquake reinforced concrete structures via image segmentation
  15. TAD-YOLO11n: A Lightweight Network with Multiscale Feature Enhancement for Steel Surface Defect Inspection
  16. CulvertVision: Advancing AI-Augmented Inspection and Condition Assessment of Culverts
  17. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  18. MFIA-YOLO: A Small-Object Defect Detection Model for Transmission Line Spacers
  19. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  20. A fine-grained defect-sensitive local–global multiscale vision transformer framework for urban visual pollution prediction

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2026 JUL Q4

Industrial Infrastructure Integrity

196 papers

Top Topics (10)

Infrastructure Maintenance and Monitoring45
Industrial Vision Systems and Defect Detection36
Computer Vision and Pattern Recognition26
Advanced Neural Network Applications17
Welding Techniques and Residual Stresses7
Belt Conveyor Systems Engineering4
Anomaly Detection Techniques and Applications4
Additive Manufacturing Materials and Processes2
Power Line Inspection Robots2
Textile materials and evaluations2

Top Publications (20)

1.Enhanced Seam Segmentation for Automated Welding Robot in Construction Through Transfer Learning: Addressing Limitations of Bilateral Segmentation Network2.ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection3.DRQ-RTDETR: Degradation-Aware Detail Recovery and Query-Guided RT-DETR for Household Gas Facility Detection4.PCBVisionNet: An Attention-Guided CNN Framework for Automated PCB Defect Classification with Explainable Localization5.A comprehensive review of fast computing approaches for real-time image defects in smart manufacturing of PCB electronics6.Few-shot concrete surface extraction for automated UAV-based building inspection using vision foundation models7.Analysis of Automated Digital Multimeter Readings Using LabVIEW OCR and YOLOv8s-Based Object Detection8.U-SAMNet: Uncertainty-Aware Self-Attention Multi-Task Network for Pore Detection in Additive Manufacturing9.Automated Structural Deficiency Detection: An Enterprise-Scale Computer Vision Approach10.Automated Structural Deficiency Detection: An Enterprise-Scale Computer Vision Approach11.Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition12.A Review and Prospect of Appearance Defect Detection Methods for High Voltage Equipment Based on Vision Large Models13.Lightweight embedded detection system for historic wooden architecture using an improved YOLOv8 model14.Integrated component and damage recognition for post-earthquake reinforced concrete structures via image segmentation15.TAD-YOLO11n: A Lightweight Network with Multiscale Feature Enhancement for Steel Surface Defect Inspection16.CulvertVision: Advancing AI-Augmented Inspection and Condition Assessment of Culverts17.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes18.MFIA-YOLO: A Small-Object Defect Detection Model for Transmission Line Spacers19.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes20.A fine-grained defect-sensitive local–global multiscale vision transformer framework for urban visual pollution prediction

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