Review of Vision Real-Time Inspection Algorithm for Rolling Steel Surface Defects

Abstract:

Rolling steel surface defect inspection technology based on machine vision is more and more widely used. The latest progress of vision-based real-time inspection algorithm for rolling steel surface defect at home and abroad is introduced, and several key issues are analyzed. Finally, the current domestic research emphases and development trends are proposed.

• Periodical: Advanced Materials Research (Volumes 308-310)
• Pages: 1328-1332
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.308-310.1328
• Online since: August 2011
• Authors: Wu Bin Li, Chang Hou Lu, Jian Chuan Zhang
• Keywords: Machine Vision, Real-Time Inspection Algorithm, Surface Defect

References

[1] Ke Xu, Jinwu Xu and Yulai Chen: Journal of University of Science and Technology Beijing. Vol. 24(2002), p.329(In Chinese).

[2] J.P. Yun, Y.S. Park, B. Seo, S.W. Kim, S.H. Choi, C.H. Park, H.M. Bae, H.W. Hwang, "Development of Real-time Defect Detection Algorithm for High-speed Steel Bar in Coil(BIC)", SICE-ICASE International Joint Conference, Bexco, Busan, Korea, Oct.18-21, 2006, pp.2495-2498.

DOI: 10.1109/sice.2006.314680

[3] S.H. Choi, J.P. Yun, B.Seo, Y.S. Park, S.W. Kim, "Real-Time Defects Detection Algorithm for High-Speed Steel Bar in Coil" , World Academy of Science,Engineering and Technology 25, 2007, pp.66-70.

DOI: 10.1109/sice.2006.314680

[4] M.R. Yazdchi, A.G. Mahyari, A.Nazeri, "Detection and Classification of Surface Defects of Cold Rolling Mill Steel Using Morphology and Neural Network", International Conference on Computational Intelligence for Modelling Control & Automation, Vienna, Austria, Dec.10-12, 2008, pp.1071-1076.

DOI: 10.1109/cimca.2008.130

[5] Xiangdi Meng, Shenglai Chen and Jinghuan Guo: OPTICAL TECHNIQUE. Vol. 32(2007), p.382(In Chinese).

[6] B. Tang, J.Y. Kong, X.D. Wang, L.Chen, "Surface Inspection System of Steel Strip Based on Machine Vision", First International Workshop on Database Technology and Applications, Hubei, China, Apr. 25-26, 2009, pp.359-362.

DOI: 10.1109/dbta.2009.133

[7] G.F.Wu, H.Kwak, S.Jang, K.Xu, J.W.Xu, "Design of online surface inspection system of hot rolled strips", IEEE International Conference on Automation and Logistics, Qingdao, China, Sep. 1-3, 2008, pp.2291-2295.

DOI: 10.1109/ical.2008.4636548

[8] Y.C. Liu, Y.L. Hsu, Y.N. Sun, S.J. Tasi, C.Y.Ho, C.M. Chen, "A Computer Vision System for Automatic Steel Surface Inspection", 5th IEEE Conference on Industrial Electronics and Applications, Taichung, Taiwan, Jun.15-17,2010, pp.1667-1670.

DOI: 10.1109/iciea.2010.5515197

[9] H.B. Jia, Y.L. Murphey, J.J. Shi, T.S. Chang, "An Intelligent Real-time Vision System for Surface Defect Detection", 17th International Conference on Pattern Recognition, Cambridge, UK, Aug.23-26, 2004, pp.239-242.

DOI: 10.1109/icpr.2004.1334512

[10] Ke Xu, Chaolin Yang and Peng Zhou: JOURNAL OF MECHANICAL ENGINEERING. Vol. 45(2009), p.111(In Chinese).

[11] Yonghui He, Kangjian Wang and Guifen Shi: Journal of Applied Optics. Vol.28(2007), p.345(In Chinese).

[12] W.W. Liu, Y.H. Yan, J.Li, Y.Zhang, H.W. Sun, "Automated On-Line Fast Detection for Surface Defect of Steel Strip Based on Multivariate Discriminant Function", Second International Symposium on Intelligent Information Technology Application, Shanghai, China, Dec.21-22, 2008, pp.493-497.

DOI: 10.1109/iita.2008.67

[13] S.H. Choi, H.M. Bae, H.W. Hwang, C.H. Park, U.S. Patent 20100246974 A1. (2010)

[14] Jiahui Cong, Yunhui Yan and Dewei Dong: Journal of Northeastern University(Natural Science). Vol.31(2010), p.257(In Chinese).

[15] Bo Tang, Jianyi Kong, Xingdong Wang, Guozhang Jiang, Hegen Xiong and Jintang Yang: Journal of Wuhan University of Science and Technology. Vol.33(2010), p.38(In Chinese).

[16] Weiwei Liu, Yunhui Yan, Zhanyu Li and Jun Li: Journal of Northeastern University(Natural Science). Vol.30(2009), p.430(In Chinese).