Latest Research in Industrial Vision Systems and Defect Detection

Top Research Topics in Industrial Vision Systems and Defect Detection

• Industrial Vision Systems and Defect Detection — 15 papers
• Advanced Neural Network Applications — 12 papers
• Computer Vision and Pattern Recognition — 11 papers
• Electron and X-Ray Spectroscopy Techniques — 2 papers
• Additive Manufacturing Materials and Processes — 2 papers
• Machine Fault Diagnosis Techniques — 1 papers
• Ultrasonics and Acoustic Wave Propagation — 1 papers
• Cryptography and Security — 1 papers
• Machine Learning in Materials Science — 1 papers
• Power Line Inspection Robots — 1 papers

Highest-Cited Papers

1. An optimized YOLOv11-based model for surface defect detection on valve stems in refrigeration equipment
2. Vision-based automated optical inspection for real-time quality control: hybrid single-camera deep-learning AOI for mixed-SKU bottling lines
3. HGNetV2-YOLO: An Efficient and Lightweight Framework for Mechanical Component Detection in Industrial Scenes
4. EGONet: edge guided omni-directional attention with multi-scale bilateral feature integration for surface defect detection
5. A CNN-based Unsupervised Learning System for Detecting Stator Pin Insertion Defects in Blower Motors for Industrial Environments
6. UniPCB: A Generation-Assisted Vision-Based Measurement Framework for PCB Defect Inspection
7. RobustDefect-LLM: Explainable and Robustness-Aware Industrial Surface Defect Classification with Decision Support and AI-Assisted Reporting
8. CEBW-YOLO11: A YOLO11-Based Model for Lithium Battery Electrode Sheet Defect Detection
9. A Lightweight Model for PCB Surface Defect Detection
10. Open-Set Semiconductor Defect Classification in SEM Images via Uncertainty-Aware Local Prototype Alignment
11. Axial Motion Prior-Guided Robust Detection of Surface Defects in Hoist Wire Ropes
12. Detection of Weld Root Crack in Metal Plates with Convolutional Neural Network
13. SFEDet: edge-guided spatial-frequency fusion network for steel surface defect detection
14. Defect detection of semiconductor wafer EB-SEM images based on convolutional neural networks
15. Data Augmentation of Semiconductor Defect Images for SEM-ADC
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. SAMSEM -- A Generic and Scalable Approach for IC Metal Line Segmentation
19. A synergistic coordinate and attention module for pipeline weld surface defect detection
20. Efficient mechanical casting defect detection based on state space modeling and multiscale attention