Weld Seam Recognition Based on Wavelet Analysis Algorithm

You Rui Huang; Na Na Zhao

doi:10.4028/www.scientific.net/KEM.480-481.1593

Paper Titles

The Establishment of Mathematical Model of LED Based on Monte Carlo Method
p.1571

Flat Rate Mechanical Optimizational Analysis of Four-Lane Tunnel with Single Arch Based on Load Structure Model
p.1577

Recognition of the Single-Phase Ground Fault in Power Distribution System
p.1581

Numerical Study on Temperature Distribution of Classroom with Hybrid Ventilation
p.1587

Weld Seam Recognition Based on Wavelet Analysis Algorithm
p.1593

Design and Research of Online Authentication Based on Conic Curves
p.1598

WebGIS Intelligent Diagnosis and Forecasting System of Plant Diseases
p.1603

From Digital Mine to Smart Mine
p.1607

An Binary Discernibility Matrix Attribute Reduction Algorithm on Attribute Importance Heuristic Message
p.1613

HomeKey Engineering MaterialsKey Engineering Materials Vols. 480-481Weld Seam Recognition Based on Wavelet Analysis...

Weld Seam Recognition Based on Wavelet Analysis Algorithm

Abstract:

Vision sensor for weld seam location and seam tracking is developed. It is difficult for realizing picture precise identification based on machine welding at present, the image recognition algorithm based on wavelet analysis is designed in this paper. It uses immune genetic algorithm to optimize wavelet coefficient, and extracts the edge of picture preferably. In the process of detecting edges, compared with the others, the algorithm can inhibit the interference of noises effectively and remove artifacts of edges, which make the detected edge clearly and carefully. The result shows that the wavelet analysis algorithm has better effect for weld seam recognition.

You might also be interested in these eBooks

Materials Engineering for Advanced Technologies

View Preview

Info:

Periodical:

Key Engineering Materials (Volumes 480-481)

Pages:

1593-1597

DOI:

https://doi.org/10.4028/www.scientific.net/KEM.480-481.1593

Citation:

Cite this paper

Online since:

June 2011

Authors:

You Rui Huang, Na Na Zhao

Keywords:

Genetic Algorithm (GA), Immune Algorithm, Wavelet Analysis, Weld Seam Recognition

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Z. Y. Cai, R. Chen, F.Z. Yu, B. Li: A V-groove Welding Seam Recognition Algorithm Based on Wavelet Transform. Journal of Image and Graphics. Vol. 5(2007), pp.866-870.

Google Scholar

[2] H.G. Li, X.G. Li: A New Wavelet Transform Based Method For edge detection. Computer Applications and Software. Vol. 3(2005), pp.103-104.

Google Scholar

[3] M.X. Du: Study on Identification of Steel Tube Weld Seam Damages based on Wavelet Transformation. Equipment Manufactring Technology. Vol. 8(2009), pp.11-12.

Google Scholar

[4] Z. Y. Cai, R. Chen, F.Z. Yu, H. Zhang, B.A. Zhang: Study on Multipass Welding Seam Recognition Based on Wavelet Transform. Journal of Image and Graphics. Vol. 12(2008), pp.2344-2350.

Google Scholar

[5] Y.P. Sun, Z.Y. Wang: Application of Wavelet Analysis and Wavelet Packet in Image Denosing. Communications Technology. Vol. 1(2009), pp.285-287.

Google Scholar

[6] W. Lu, X.B. Gao, T.S. Wang. A Reduce Reference Image Quality Assessment Metrics Based on Wavelet Transform. Journal of Electronics and Information Technology. Vol. 2(2009), pp.335-338.

Google Scholar