Image processing based on the detection of external defects of fan tower Weld

نویسندگان

چکیده

With the continuous development of wind power generation technology and increase in demand for electric energy, height fan tower is more demanding. It very important to detect weld produced welding process tower. In this paper, an algorithm defect detection based on traditional image processing convolutional neural network proposed. Firstly, used gray collected by industrial camera. Then, seam enhanced improve visual effect clear image, which convenient further analysis computer. Finally, as input trained convolution judge whether there are defects outside weld.

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Received Sep 9, 2017 Revised Dec 20, 2017 Accepted Jan 7, 2018 Welding is a fabrication of joining materials into one component. Defects are unavoidable during the welding process, and hence the inspection of welds is a most important task in many industries. In this work, a Computer Aided Detection (CAD) system is designed to detect weld defects based on image processing techniques. It is a no...

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ژورنال

عنوان ژورنال: E3S web of conferences

سال: 2021

ISSN: ['2555-0403', '2267-1242']

DOI: https://doi.org/10.1051/e3sconf/202125202026