Defect Detection

Textile (9 papers)

J. Zhou, D. Semenovich, J. Wang, A. Sowmya, ”Dictionary learning framework for fabric defect detection", Journal of The Textile Institute, Volume 105, No. 3, pages 223-234, 2014.

C. Li, G. Gao, Z. Liu, M. Yu, D. Huang, "Fabric Defect Detection Based on Biological Vision Modeling",  IEEE Access, 2018.

Q. Huangpeng, H. Zhang, X. Zeng, W. Huang, "Automatic Visual Defect Detection Using Texture Prior and Low-Rank Representation", IEEE Access, 2018.

B. Shi, J. Liang, L. Di, C. Chen, Z. Hou, "Fabric Defect Detection via Low- Rank Decomposition With Gradient Information", IEEE Access, Volume 7, pages 130423-130437,  2019.

B. Shi, J. Liang, L. Di, C. Chen, Z. Hou,"Fabric defect detection via low-rank decomposition with gradient information and structured graph algorithm", Information Sciences, Volume 546, pages 608-626,  February 2021.

Z. Liu, B. Wang, C. Li, M. Yu, S. Ding, “Fabric defect detection based on deep-feature and low-rank decomposition”, Journal of Engineered Fibers and Fabrics, March 2020.

X. Ji, J. Liang, L. Di, Y. Xia, Z. Hou, Z. Huan,, Y. Huan, “Fabric defect detection via weighted low-rank decomposition and Laplacian regularization”, Journal of Engineered Fibers and Fabrics, September 2020.

C. Li, B. Jiang, Z. Liu, Y. Dong, S. Tang, D. Weng, “Fabric defect detection based on deep-handcrafted feature and weighted low-rank matrix representation”, Journal of Engineered Fibers and Fabrics, April 2021.

H. Zhao, J. Wang, C. Li, P. Liu , R. Yang, "Fabric defect detection via feature fusion and total variation regularized low-rank decomposition", Multimedia Tools and Applications, Volume 83, pages 609-633, 2024.

Thin-Wall Structures (1 paper)

X. Li, S. Ding, B. Tan, "Accurate Defect Detection in Thin-Wall Structures with Transducer Networks via Outlier Elimination", IEEE Sensors Journal, 2018.

Welding (1 paper)

T. Wu, B. Gao, W. Woo,  “Hierarchical low-rank and sparse tensor micro defects decomposition by electromagnetic thermography imaging system”, Philosophical Transactions of the Royal Society A, 2020.

Tire (1 paper)

G. Li, Z. Zheng, Y. Shao, J. Shen, Y. Zhang, “Automated Tire Visual Inspection based on Low Rank Matrix Recovery”, Research Square, 2020.

Composites (1 paper)

S. Ebrahimi, J. Fleuret, M. Klein, L. Theroux, M. Georges, "Robust Principal Component Thermography for Defect Detection in Composites", MDPI Sensors, 2021.

Steel Sheet (1 paper)

S. Zhou, S. Wu, K. Cui, H. Liu, “Double Low-rank Based Matrix Decomposition for Surface Defect Segmentation of Steel Sheet”, ISIJ International, 2021