Infrared and Laser Engineering, Volume. 52, Issue 2, 20220593(2023)

Deep-learning-based point-diffraction interferometer for 3D coordinate positioning

Yiwei Lu1... Yongjie Luo2, Wei Liu1,*, Ming Kong1 and Daodang Wang3 |Show fewer author(s)
Author Affiliations
  • 1College of Metrology and Measurement Engineering, China Jiliang University, Hangzhou 310018, China
  • 2Zhejiang Institute of Medical Device Testing, Hangzhou 310018, China
  • 3James C. Wyant College of Optical Sciences, University of Arizona, Tucson 85721, USA
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    Figures & Tables(8)
    System layout of point-diffraction interferometer for three-dimensional coordinate positioning
    Mathematical model for three-dimensional coordinate positioning
    Structure diagram of three-dimensional coordinate positioning neural network model
    Change of loss function in training and validation process
    Coordinate measurement error in simulation. Measurement error for the displacements in x, y, z axes (a)-(c)
    Coordinate measurement error in experiment
    Change of phase error with different reconstruction methods in experiment
    Repeatability measurement results in experiment
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    Yiwei Lu, Yongjie Luo, Wei Liu, Ming Kong, Daodang Wang. Deep-learning-based point-diffraction interferometer for 3D coordinate positioning[J]. Infrared and Laser Engineering, 2023, 52(2): 20220593

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    Paper Information

    Category: Photoelectric measurement

    Received: Aug. 10, 2022

    Accepted: --

    Published Online: Mar. 13, 2023

    The Author Email: Liu Wei (liuw@cjlu.edu.cn)

    DOI:10.3788/IRLA20220593

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