Title :
An image process way of globular transfer in MIG welding
Author :
Ma, Guohong ; Liu, Xiaolan ; Zhou, Bingqian
Author_Institution :
Mechatron. Inst., Nanchang Univ., Nanchang, China
Abstract :
This paper carried out an image process way about feature extraction of droplet transfer. The adopted materials are that welding wire diameter is 1.2mm and sheet steel thickness is 3.0mm. In order to obtain high quality images of dynamic droplet, a special filtering lens for image filtering with CCD was designed and then an algorithm of image was developed. Under MATLAB software platform, the algorithm compared median filtering, images sharpening, morphological operation, threshold segmentation, edge detection and so on. Because of images´ magnification scale coefficients of original image, this paper calculated the coefficient according to characteristic parameters such as wire´s diameter. Results proved that the image processing method could deal with the obtained droplet images and get their critical features effectively.
Keywords :
arc welding; charge-coupled devices; drops; edge detection; feature extraction; filtering theory; image enhancement; image segmentation; mathematical morphology; sheet materials; steel; wires; CCD; MATLAB software platform; MIG welding; droplet transfer; dynamic droplet; feature extraction; filtering lens; globular transfer; high quality images; image filtering; image magnification scale coefficient; image processing; sheet steel thickness; welding wire diameter; Image edge detection; Image restoration; Image segmentation; MATLAB; Size measurement; Welding; Matlab; globular transfer; image process; welding;
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
DOI :
10.1109/AIMSEC.2011.6009890