Chinese Journal of Liquid Crystals and Displays, Volume. 39, Issue 1, 59(2024)

X-ray weld defect detection method based on dense connection and multi-scale pooling

Yong ZHANG1, Peng WANG2、*, Zhigang LÜ1,3, Ruohai DI1, Xiaoyan LI1, and Liangliang LI3
Author Affiliations
  • 1School of Electronic and Information Engineering,Xi 'an Technological University,Xi 'an710021,China
  • 2Development Planning Service,Xi 'an Technological University,Xi 'an710021,China
  • 3School of Mechatronic Engineering,Xi 'an Technological University,Xi 'an710021,China
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    References(30)

    [3] LIU J H, ZHAO Z, FU M R et al. Active small sample learning based the pipe weld defect detection method[J]. Chinese Journal of Scientific Instrument, 43, 252-261(2022).

    [5] WANG S Y, GAO W X, LI L. Image quality evaluation model for X-ray circumferential welds[J]. Journal of Computer Applications, 40, 2748-2753(2020).

    [10] GAO W X, HU Y H, MU X Y et al. Study on sub-arc X-ray welding image defect segmentation algorithm and defect model[J]. Transactions of the China Welding Institution, 33, 37-41(2012).

    [13] ZHAO H, LI H N, CHEN H et al. Broadband spectral reflectance reconstruction based on improved principal component analysis[J]. Acta Optica Sinica, 43, 0930002(2023).

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    [25] LIU Y C, SHAO Z R, HOFFMANN N. Global attention mechanism: Retain information to enhance channel-spatial interactions[J/OL], 05561.

    [26] YU F, KOLTUN V. Multi-scale context aggregation by dilated convolutions[J/OL], 07122.

    [30] CHEN J N, LU Y Y, YU Q H et al. TransUnet: transformers make strong encoders for medical image segmentation[J/OL], 04306.

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    Yong ZHANG, Peng WANG, Zhigang LÜ, Ruohai DI, Xiaoyan LI, Liangliang LI. X-ray weld defect detection method based on dense connection and multi-scale pooling[J]. Chinese Journal of Liquid Crystals and Displays, 2024, 39(1): 59

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    Paper Information

    Category: Research Articles

    Received: Mar. 6, 2023

    Accepted: --

    Published Online: Mar. 27, 2024

    The Author Email: Peng WANG (wp_xatu@163.com)

    DOI:10.37188/CJLCD.2023-0088

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