• Acta Photonica Sinica
  • Vol. 52, Issue 1, 0112003 (2023)
Leijie FENG1, Hubing DU1, Gaopeng ZHANG2,*, Yanjie LI1, and Jinlu HAN1
Author Affiliations
  • 1School of Mechatronic Engineering,Xi'an Technological University,Xi'an 710021
  • 2Xi'an Institute of Optics and Precision Mechanics,Chinese Academy of Sciences,Xi'an 710119
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    DOI: 10.3788/gzxb20235201.0112003 Cite this Article
    Leijie FENG, Hubing DU, Gaopeng ZHANG, Yanjie LI, Jinlu HAN. Fringe Pattern Orthogonalization Method by Generative Adversarial Nets[J]. Acta Photonica Sinica, 2023, 52(1): 0112003 Copy Citation Text show less
    Orthogonal transformation network architecture
    Fig. 1. Orthogonal transformation network architecture
    Generative network architecture
    Fig. 2. Generative network architecture
    Discriminative network architecture
    Fig. 3. Discriminative network architecture
    Simulation for fringe pattern orthogonalization
    Fig. 4. Simulation for fringe pattern orthogonalization
    Simulation for phase reconstruction
    Fig. 5. Simulation for phase reconstruction
    Comparisons between the proposed method and the Riesz transform method
    Fig. 6. Comparisons between the proposed method and the Riesz transform method
    Phase error distribution
    Fig. 7. Phase error distribution
    Comparisons of the different networks
    Fig. 8. Comparisons of the different networks
    Five experimental phase-shifting fringe patterns collected by point diffraction interferometer
    Fig. 9. Five experimental phase-shifting fringe patterns collected by point diffraction interferometer
    Experiment for fringe pattern orthogonalization
    Fig. 10. Experiment for fringe pattern orthogonalization
    Experiment for phase reconstruction
    Fig. 11. Experiment for phase reconstruction
    Root mean square of error
    Fig. 12. Root mean square of error
    Comparisons of output results of different channel
    Fig. 13. Comparisons of output results of different channel
    Result of the Riesz transform method
    Fig. 14. Result of the Riesz transform method
    NumberParameter
    1Conv3×3×64,BN,ReLU
    2Conv3×3×128,BN,ReLU
    3Conv3×3×256,BN,ReLU
    ResNetsConv3×3×256,BN,ReLUConv3×3×256,BN,ReLUBlock i,(i=1,2,,20)
    4Conv3×3×128,BN,ReLU
    5Conv3×3×64,BN,ReLU
    6Conv3×3×3,BN,Tanh
    Table 1. Generative network parameters
    NumberParameter
    1Conv3×3×64,BN,LeakyReLU
    2Conv3×3×128,BN,LeakyReLU
    3Conv3×3×256,BN,LeakyReLU
    4Conv3×3×512,BN,LeakyReLU
    5Conv3×3×1,Sigmoid
    Table 2. Discriminative network parameters
    Leijie FENG, Hubing DU, Gaopeng ZHANG, Yanjie LI, Jinlu HAN. Fringe Pattern Orthogonalization Method by Generative Adversarial Nets[J]. Acta Photonica Sinica, 2023, 52(1): 0112003
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