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Journal of Applied Optics, Volume. 44, Issue 1, 86(2023)

Image segmentation method of surface defects for metal workpieces based on improved U-net

Yi WANG1...2, Xiaojie GONG1,*, and Hao SU13 |Show fewer author(s)
Author Affiliations
  • 1College of Electrical Engineering, North China University of Science and Technology, Tangshan 063210, China
  • 2Tangshan Technology Innovation Center of Intellectualization of Metal Component Production Line, Tangshan 063210, China
  • 3Tangshan Key Laboratory of Semiconductor Integrated Circuits, Tangshan 063210, China
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    Yi WANG, Xiaojie GONG, Hao SU. Image segmentation method of surface defects for metal workpieces based on improved U-net[J]. Journal of Applied Optics, 2023, 44(1): 86

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    Paper Information

    Category: Research Articles

    Received: Mar. 24, 2022

    Accepted: --

    Published Online: Feb. 22, 2023

    The Author Email: GONG Xiaojie (1692994031@qq.com)

    DOI:10.5768/JAO202344.0102004

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology