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Defect Detection

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Showing 1–50 of 394 papers

TitleStatusHype
Semi-Supervised Defect Detection via Conditional Diffusion and CLIP-Guided Noise FilteringCode0
YOLO-FDA: Integrating Hierarchical Attention and Detail Enhancement for Surface Defect Detection—0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
From Lab to Factory: Pitfalls and Guidelines for Self-/Unsupervised Defect Detection on Low-Quality Industrial Images—0
Plug-and-Play with 2.5D Artifact Reduction Prior for Fast and Accurate Industrial Computed Tomography Reconstruction—0
ESRPCB: an Edge guided Super-Resolution model and Ensemble learning for tiny Printed Circuit Board Defect detection—0
Deep Learning-based Multi Project InP Wafer Simulation for Unsupervised Surface Defect Detection—0
J-DDL: Surface Damage Detection and Localization System for Fighter Aircraft—0
Using In-Context Learning for Automatic Defect Labelling of Display Manufacturing Data—0
The Impact of Software Testing with Quantum Optimization Meets Machine Learning—0
Towards Practical Defect-Focused Automated Code Review—0
Implicit Neural Shape Optimization for 3D High-Contrast Electrical Impedance Tomography—0
Advancing Software Quality: A Standards-Focused Review of LLM-Based Assurance Techniques—0
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data—0
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection—0
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation—0
Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control—0
CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection—0
Redundancy Analysis and Mitigation for Machine Learning-Based Process Monitoring of Additive Manufacturing—0
SteelBlastQC: Shot-blasted Steel Surface Dataset with Interpretable Detection of Surface DefectsCode0
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly DetectionsCode1
CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection—0
A Signal Matrix-Based Local Flaw Detection Framework for Steel Wire Ropes Using Convolutional Neural Networks—0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object SegmentationCode0
Event-based Civil Infrastructure Visual Defect Detection: ev-CIVIL Dataset and Benchmark—0
Semiconductor Wafer Map Defect Classification with Tiny Vision Transformers—0
Semantic-Preserving Transformations as Mutation Operators: A Study on Their Effectiveness in Defect Detection—0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation with Zero-Shot MethodCode0
Multimodal surface defect detection from wooden logs for sawing optimization—0
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications—0
EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models—0
Fully-Synthetic Training for Visual Quality Inspection in Automotive Production—0
ISP-AD: A Large-Scale Real-World Dataset for Advancing Industrial Anomaly Detection with Synthetic and Real Defects—0
AI-Driven Multi-Stage Computer Vision System for Defect Detection in Laser-Engraved Industrial Nameplates—0
PA-CLIP: Enhancing Zero-Shot Anomaly Detection through Pseudo-Anomaly Awareness—0
Self-Adaptive Gamma Context-Aware SSM-based Model for Metal Defect Detection—0
A Survey on Foundation-Model-Based Industrial Defect Detection—0
Improved YOLOv7x-Based Defect Detection Algorithm for Power Equipment—0
Local Flaw Detection with Adaptive Pyramid Image Fusion Across Spatial Sampling Resolution for SWRs—0
SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image—0
Improved YOLOv7 model for insulator defect detection—0
YOLO Network For Defect Detection In Optical lenses—0
An Appearance Defect Detection Method for Cigarettes Based on C-CenterNet—0
Terahertz Defect Detection in Multi-Layer Materials Using Echo Labeling—0
SPFFNet: Strip Perception and Feature Fusion Spatial Pyramid Pooling for Fabric Defect Detection—0
Surface Defect Identification using Bayesian Filtering on a 3D Mesh—0
Effective Defect Detection Using Instance Segmentation for NDI—0
High-Precision Fabric Defect Detection via Adaptive Shape Convolutions and Large Kernel Spatial Modeling—0
Human-AI Collaborative Game Testing with Vision Language Models—0
Patch-aware Vector Quantized Codebook Learning for Unsupervised Visual Defect Detection—0
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