Latest Research in Industrial Integrity Monitoring

Top Research Topics in Industrial Integrity Monitoring

• Infrastructure Maintenance and Monitoring — 47 papers
• Computer Vision and Pattern Recognition — 39 papers
• Industrial Vision Systems and Defect Detection — 32 papers
• Advanced Neural Network Applications — 19 papers
• Multimodal Machine Learning Applications — 6 papers
• Welding Techniques and Residual Stresses — 5 papers
• Ultrasonics and Acoustic Wave Propagation — 3 papers
• Intelligence, Security, War Strategy — 3 papers
• Railway Engineering and Dynamics — 3 papers
• Additive Manufacturing Materials and Processes — 3 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. EuroMillions Breakthrough Mining — 1493 Sources, 10509 Leads Extracted — E8 Intelligence Research
8. Hierarchical crack patterns: Identification of crack generations
9. Attention Fusion for Bridge Deck Delamination Detection
10. Fine Crack Detection on Bridge Surfaces Using Close-Range UAV Imaging and a Camouflaged Object Detection Network
11. Evaluation of different defect-inspection setups for injection molding parts based on the deep learning method
12. Defect detection of semiconductor wafer EB-SEM images based on convolutional neural networks
13. ActiveInspect: GRPO-Optimized Multi-Sensor Evidence Selection for Industrial Defect Detection
14. Data Augmentation of Semiconductor Defect Images for SEM-ADC
15. A Structural–Visual Integrated Evaluation Framework for Seismic Damage Assessment of RC Double-Column Piers
16. CCP-YOLO: An Improved YOLOv11n Algorithm for Steel Surface Defect Detection
17. Fast-DG2GAN: A Computationally Efficient DG2GAN Variant for Industrial Injection Molding Splay Defect Generation
18. An Automated Recognition Framework for Surface Deterioration Features of StoneSculptural Artifacts in the Yungang Grottoes Based on Deep Learning
19. Proposal of a Framework for Screw Appearance Anomaly Detection Using a Rotational Imaging System
20. LDU-Bench: Multimodal LLM Evaluation for Lithography Defect Understanding under Layout-Varying Circuit Backgrounds

Sub-Regions

• Infrastructure Maintenance and Monitoring — 182 papers
• Computer Vision and Pattern Recognition — 34 papers
• Computational Geometry and Mesh Generation — 16 papers