DocumentCode :
2632969
Title :
Weld pool image processing algorithm for seam tracking of welding robot
Author :
Zou, Yong ; Li, Yunhua ; Jiang, Lipei ; Xue, Long
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
fYear :
2011
fDate :
21-23 June 2011
Firstpage :
161
Lastpage :
165
Abstract :
A weld pool image processing algorithm based passive-light-vision has been studied in this paper. Firstly, we have designed a kind of method to directly capture the welding pool images of Gas Metal Arc Welding (GMAW) by a CCD camera with a narrowband filter. Next, using the median filter and wavelet transform eliminates noise and keeps the details of the image effectively. Then, we have proposed to adopt the threshold image segmentation for detecting the welding pool in the image. The segmentation between the connected components and the noises to include the welding pool with the spots and the block, have been realized by the method to mark the connected pixels. Finally, through the operations of pixel-by-column scanning and pixel-by-line scanning, the groove centerline and the welding torch centerline can be found out correctly and the deviations of the seam are also obtained. The experiment and analysis have illustrated that wavelet transform can effectively filter out the image noise, maintain the details of the image and prevent the boundaries blurred, the T of 180 is the most suitable threshold and the deviation in different conditions can be calculated. This algorithm can be used in the seam tracking of welding robot.
Keywords :
CCD image sensors; arc welding; image segmentation; median filters; wavelet transforms; CCD camera; GMAW; gas metal arc welding; median filter; narrowband filter; pixel-by-column scanning; pixel-by-line scanning; seam tracking; threshold image segmentation; wavelet transform; weld pool image processing algorithm; welding robot; Image processing; Pixel; Robot sensing systems; Wavelet transforms; Welding; image processing; seam tracking; wavelet transform; welding pool; welding robot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
Conference_Location :
Beijing
ISSN :
pending
Print_ISBN :
978-1-4244-8754-7
Electronic_ISBN :
pending
Type :
conf
DOI :
10.1109/ICIEA.2011.5975571
Filename :
5975571
Link To Document :
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