Vertical scratch detection algorithm for high-speed scale-covered steel BIC(Bar in Coil)

ICCAS 2010 - International Conference on Control, Automation and Systems

Volumn , Issue , 2010, Pages 342-345

  Yun, Jong Pil ^a   Park, Changhyun ^a   Bae, Homoon ^a   Hwang, Hwawon ^a   Choi, Seho ^a  

^a POSCO   (South Korea)

Author keywords

Defect detection; Image processing; Surface inspection; SVM

Indexed keywords

BINARIZATIONS; DEFECT DETECTION; DEFECT DETECTION ALGORITHM; DEFECT INSPECTION; DEFECT-FREE; DOUBLE THRESHOLD; GRAY-LEVEL; HIGH-SPEED; INDUSTRIAL PRODUCT; INSPECTION SYSTEM; MANUFACTURING CONDITIONS; MORPHOLOGICAL OPERATIONS; SCRATCH DETECTION; STEEL PRODUCTION; STEEL WIRE; SURFACE IMAGE; SURFACE INSPECTION; SVM; SVM(SUPPORT VECTOR MACHINE); VISION BASED; VISION-BASED METHODS; WIRE ROD;

ALGORITHMS; DEFECTS; IMAGE PROCESSING; IMAGING SYSTEMS; MANUFACTURE; MATHEMATICAL MORPHOLOGY; SIGNAL DETECTION; STEELMAKING; WIRE;

INSPECTION;

EID: 78751507508     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. D.-M. Tasi and S.-T. Chuang, "1D-based defect detection in patterned TFT-LCD panels using characteristic fractal dimension and correlations," Machine Vision and Applications, Vol. 20, No. 6, 2008.
2. J.H. Oh, B.J. Yun, S.Y. Kim, and K.H. Park, "A development of the TFT-LCD image defect inspection method based on human visual system," IEICE Trans. Fundamentals, E91-A(6), pp. 1400-1407, 2008.
3. A. Bodnarova, M. Bennamoun, and S. Latham, "Optimal Gabor filters for textile flaw detection," Pattern Recognition, Vol. 35, pp. 2973-2991, 2002.
4. S. Arivazhagan, L. Ganesan, and S. Bama, "Fault segmentation in fabric images using Gabor wavelet transform," Machine Vision and Applications, Vol. 16, No. 6, pp. 356-363, 2006.
5. F. Pernkopf, "Detection of surface defects on raw steel block using Bayesian network classifiers," Pattern Anal. Appl., Vol. 7, No. 3, pp. 333-342, 2004.
6. K. Schicktanz, "Automatic fault detection possibilities on nonwoven fabrics," Melian Textilber, Vol. 74, pp. 294-295, 1993.
7. C. Chan, G. Pang, "Fabric defect detection by Fourier analysis," IEEE Trans. Ind. Appl., Vol. 36, No. 5, pp. 1267-1276, 2000.
8. J.P. Yun, S.H. Choi, B.Y. Seo, and S.W. Kim, "Real-time vision-based defect inspection for high-speed steel products," Optical Engineering, Vol. 47, No. 7, pp. 077204 1-9, 2008.
9. C.S. Cho, B.M. Chung and M.J. Park, "Development of real-time vision-based fabric inspection system," IEEE Trans. Indu. Electron., Vol. 52, No. 4, pp. 1234-1245, 2005.
10. E. N. Mortensen, B. S. Morse, W. A. Barrett, J. K. Udupa, "boundary detection using 'live-wire' two-dimensional dynamic programming," IEEE Proceedings of Computers in Cardiology, pp. 191-198, 1995.
11. B. Lee, J-Y. Yan, T-G. Zhuang, "A dynamic programming based algorithm for optimal edge detection in medical images," IEEE Proceedings of Medical imaging and augmented reality, pp. 193-198, 2001.
12. J.P. Yun, S.H. Choi, J-W. Kim, and S.W. Kim, "Automatic detection of cracks in raw steel block using Gabor filter optimized by univariate dynamic encoding algorithm for searches(uDEAS)," NDT & E International, Vol. 42, pp. 389-397, 2009.
13. V. Jakkula, "Tutorial on Support Vector Machine(SVM)," School of EECS, Washington State University, 2006.
14. th International Conference on Pattern Recognition, pp. 239-242, 2004.