Infrared Technology, Volume. 47, Issue 4, 493(2025)

Infrared Image Segmentation Method of Circuit Board Based on GAN-SUNet

Li WANG and Xuan XIA*
Author Affiliations
  • Airborne Electronic Systems Deep Maintenance Laboratory, College of Electronic Information and Automation, Civil Aviation University of China, Tianjin 300300, China
  • show less
    References(6)

    [1] [1] SHI L, ZHOU Z, JIA H, et al. Fault diagnosis of functional circuit in avionics system based on BPNN[C]//2019Prognostics and System Health Management Conference(PHM-Qingdao)of IEEE, 2019: 1-5.

    [2] [2] ZHENG T, WANG Z, TAN C, et al. Research on fault prediction and diagnosis method of PCB circuit[C]//2020International Conference on Artificial Intelligence and Computer Engineering(ICAICE)of IEEE, 2020: 387-390.

    [5] [5] DONG Z, CHEN L. Image registration in PCB fault detection based on infrared thermal imaging[C]//2019Chinese Control Conference(CCC)of IEEE, 2019: 4819-4823.

    [9] [9] Goodfellow I, Pouget-Abadie J, Mirza M, et al.Generative Adversarial Nets[M]. MIT Press, 2014.

    [10] [10] Ronneberger O, Fischer P, Brox T. U-Net: Convolutional networks for biomedical image segmentation[C]//International Conference on Medical Image Computing and Computer-Assisted Intervention,Springer International Publishing, 2015, DOI: 10.1007/978-3-319-24574-4_28.

    [11] [11] ZHAO H, SHI J, QI X, et al. Pyramid scene parsing network[C]//IEEE International Conference on Computer Vision and Pattern Recognition(CVPR), 2017: 6230-6239.

    Tools

    Get Citation

    Copy Citation Text

    WANG Li, XIA Xuan. Infrared Image Segmentation Method of Circuit Board Based on GAN-SUNet[J]. Infrared Technology, 2025, 47(4): 493

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: May. 26, 2022

    Accepted: May. 13, 2025

    Published Online: May. 13, 2025

    The Author Email: XIA Xuan (840968772@qq.com)

    DOI:

    Topics