专题:Industrial Vision Systems and Defect Detection

This cluster of papers focuses on the application of machine vision, texture analysis, and deep learning techniques for the automated detection and classification of fabric defects in industrial settings, particularly in semiconductor manufacturing. The research covers various methods such as Gabor filters, wafer map defect classification, and virtual metrology to enhance the accuracy and efficiency of fabric defect detection systems.
最新文献
Pattern Recognition Principles

book-chapter Full Text OpenAlex

YOLO Algorithm With Hybrid Attention Feature Pyramid Network for Solder Joint Defect Detection

article Full Text OpenAlex

Visual inspection system for crack defects in metal pipes

article Full Text OpenAlex

CNN-based hot-rolled steel strip surface defects classification: a comparative study between different pre-trained CNN models

article Full Text OpenAlex

Vision-Language Interaction via Contrastive Learning for Surface Anomaly Detection in Consumer Electronics Manufacturing

article Full Text OpenAlex

3D attention-focused pure convolutional target detection algorithm for insulator defect detection

article Full Text OpenAlex

Power Consumption and Processing Time Estimation of CNC Machines Using Explainable Artificial Intelligence (XAI)

article Full Text OpenAlex

Style Adaptation module: Enhancing detector robustness to inter-manufacturer variability in surface defect detection

article Full Text OpenAlex

Multilevel thresholding with divergence measure and improved particle swarm optimization algorithm for crack image segmentation

article Full Text OpenAlex

Fabric surface defect classification and systematic analysis using a cuckoo search optimized deep residual network

article Full Text OpenAlex

近5年高被引文献
Object Detection in 20 Years: A Survey

article Full Text OpenAlex 2427 FWCI408.3369552

1D convolutional neural networks and applications: A survey

article Full Text OpenAlex 2342 FWCI259.09623981

YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications

preprint Full Text OpenAlex 1659 FWCI0

IEEE Transactions on Image Processing

article Full Text OpenAlex 1537 FWCI120.80356095

IEEE Transactions on Image Processing

paratext Full Text OpenAlex 1300 FWCI0

IEEE Transactions on Circuits and Systems for Video Technology

paratext Full Text OpenAlex 1075 FWCI0

Pattern Recognition Principles

book-chapter Full Text OpenAlex 1057 FWCI24.70365167

YOLOv8: A Novel Object Detection Algorithm with Enhanced Performance and Robustness

article Full Text OpenAlex 1000 FWCI681.04182973

YOLOv10: Real-Time End-to-End Object Detection

preprint Full Text OpenAlex 960 FWCI0

YOLO-v1 to YOLO-v8, the Rise of YOLO and Its Complementary Nature toward Digital Manufacturing and Industrial Defect Detection

article Full Text OpenAlex 866 FWCI247.25488759