A genetic algorithm on welding seam image segmentation

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 3, Issue , 2004, Pages 2176-2178

  Li, Guojin ^a   Wang, Guorong ^a   Zhong, Jiguang ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Genetic Algorithm; Image segmentation; Maximization of interclass variance; Welding seam image

Indexed keywords

ADAPTIVE THRESHOLD; LOCATION OF BEAM; MAXIMIZATION OF INTERCLASS VARIANCE; WELDING SEAM IMAGE;

GENETIC ALGORITHMS; MANUFACTURE; OBJECT RECOGNITION; OPTIMIZATION; QUALITY CONTROL; SEAM WELDING; SENSORS; TRACKING (POSITION);

IMAGE SEGMENTATION;

EID: 4444383344     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Hsing Chia Kuo and Li Jen Wu, "An image tracking system for weld seams using fuzzy logic," Journal of Materials Processing Technology, Vol.120, No. 1-3, pp.169-185, Jan. 2002.
2. Guorong Wang, Yonghua Shi, and Jiguan Zhong et. Al, "Recognition of seam deviation using artificial neural networks in vision based seam tracking of underwater flux-cored arc welding," in Proceeding of the Twelfth International Offshore and Polar Engineering Conference, Kitakyushu, Japan, 2002, pp. 274-279.
3. J. Miteran, P. Gorria and H. Laggoune, "Characterisation of welded area by learning and image processing," in Proceeding of 20th International Conference on Industrial Electronics, Control and Instrumentation, Vol. 2, Bologna Italy, Sept. 1994, pp. 1271-1274.
4. R.Kovacevic, Y.M.Zhangand, and L.Li, "Monitoring of weld Joint penetration based on weld pool geometrical appearance," Welding Journal, Vol. 75, No.10, pp. 317-329, Oct. 1996.
5. N.Otsu, "A Threshold Selection Method from Gray level Histogram," IEEE Transactions on System, Man and Cybernetics, Vol. 9, No.1, pp.62-67, 1979.
6. Xue Dong Yang and Vipin Gupa, "An improved threshold selection method for image segmentation," in Proceeding of Electrical and Computer Engineering Conference, Vol.1, Vancouver, BC Canada, Sept.1993, pp. 531-534
7. M.Srinivas, and Lalit M. Patnaik, "Genetic algorithms: a survey," IEEE Computer, Vol.17, No.6, pp. 17-26, Jun.1994.
8. Bir Bhanu, Lee Sunqkee, and Das Subhodev, "Adaptive image segmentation using genetic and hybrid search methods," IEEE Transactions on Aerospace and Electronic Systems, Vol. 31, No. 4, pp. 1268-1291, Oct. 1995.