Latest Research in Infrastructure Maintenance and Monitoring

Top Research Topics in Infrastructure Maintenance and Monitoring

• Infrastructure Maintenance and Monitoring — 47 papers
• Industrial Vision Systems and Defect Detection — 31 papers
• Computer Vision and Pattern Recognition — 26 papers
• Advanced Neural Network Applications — 20 papers
• Welding Techniques and Residual Stresses — 5 papers
• Ultrasonics and Acoustic Wave Propagation — 3 papers
• Railway Engineering and Dynamics — 3 papers
• Additive Manufacturing Materials and Processes — 3 papers
• Anomaly Detection Techniques and Applications — 3 papers
• Electron and X-Ray Spectroscopy Techniques — 2 papers

Highest-Cited Papers

1. Open-Set Semiconductor Defect Classification in SEM Images via Uncertainty-Aware Local Prototype Alignment
2. A Defect Detection Method for Functional Membranes in Flexible Sensors for Vibration Monitoring During Glass Substrate Transfer
3. SFEDet: edge-guided spatial-frequency fusion network for steel surface defect detection
4. Enhanced Road Crack Segmentation Using Self-Supervised Learning in Motion-Blurred Images
5. Detection of Weld Root Crack in Metal Plates with Convolutional Neural Network
6. Axial Motion Prior-Guided Robust Detection of Surface Defects in Hoist Wire Ropes
7. Hierarchical crack patterns: Identification of crack generations
8. Attention Fusion for Bridge Deck Delamination Detection
9. Fine Crack Detection on Bridge Surfaces Using Close-Range UAV Imaging and a Camouflaged Object Detection Network
10. Evaluation of different defect-inspection setups for injection molding parts based on the deep learning method
11. Defect detection of semiconductor wafer EB-SEM images based on convolutional neural networks
12. ActiveInspect: GRPO-Optimized Multi-Sensor Evidence Selection for Industrial Defect Detection
13. Data Augmentation of Semiconductor Defect Images for SEM-ADC
14. A Structural–Visual Integrated Evaluation Framework for Seismic Damage Assessment of RC Double-Column Piers
15. CCP-YOLO: An Improved YOLOv11n Algorithm for Steel Surface Defect Detection
16. Fast-DG2GAN: A Computationally Efficient DG2GAN Variant for Industrial Injection Molding Splay Defect Generation
17. An Automated Recognition Framework for Surface Deterioration Features of StoneSculptural Artifacts in the Yungang Grottoes Based on Deep Learning
18. Proposal of a Framework for Screw Appearance Anomaly Detection Using a Rotational Imaging System
19. LDU-Bench: Multimodal LLM Evaluation for Lithography Defect Understanding under Layout-Varying Circuit Backgrounds
20. Compass: Degradation-Simulated Reciprocal Learning with Lightweight Needle RWKV for Multimodal Crack Segmentation under Missing Modalities