Acta Photonica Sinica, Volume. 54, Issue 4, 0410001(2025)

Interferogram Filtering Method for Interferometric Spectral Imager Based on VMD-DWT

Xiangyu GAO1,2,3, Juan LI1,2, Can YU1,2,3, Runjia LIU1,2,3, Xin GENG4, and Shuang WANG1,2,3、*
Author Affiliations
  • 1Key Laboratory of Spectral Imaging Technology,Xi'an Institute of Optics and Precision Mechanics,Chinese Academy of Sciences,Xi'an 710119,China
  • 2Shaanxi Provincial Key Laboratory of Optical Remote Sensing and Intelligent Information Processing,Xi'an 710119,China
  • 3University of Chinese Academy of Sciences,Beijing 100049,China
  • 4Hebei Provincial Public Security Department,Shijiazhuang 050000,China
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    Figures & Tables(23)
    Optical system for temporally and spatially modulated interferometric spectral imager
    Data processing flow of interferometric spectral imager
    VMD flowchart
    DWT flowchart
    The joint filtering method flow of VMD-DWT
    Experiment on hyperspectral imager of HJ-2A
    Original interferogram
    Interferogram after data error correction
    Error in the correction of the interferogram
    Interference curve after data error correction
    Fitting filter effect
    Fitting filter spatial dimension 1 024 columns
    EMD filtering effect
    EMD filtering spatial dimension 1024 columns
    EMD endpoint effects and modal aliasing
    VMD filtering effect
    VMD filtering spatial dimension 1024 columns
    IMF component frequency domain
    VMD-DWT joint filtering effect
    VMD-DWT joint filtering spatial dimension 1 024 columns
    Four filtering methods for restoring spectral spatial dimension SNR and RQE
    • Table 1. The filtering effect of spatial dimension partitioning

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      Table 1. The filtering effect of spatial dimension partitioning

      Evaluation metrics

      methods

      Filtering

      256 column512 column768 column1 024 column1 280 column1 536 column1 792 column2 048 column
      SNRFitting27.501 734.588 829.182 526.618 426.294 130.490 329.623 418.070 9
      EMD27.865 235.409 529.815 627.154 526.804 031.447 330.422 618.432 5
      VMD28.153 335.649 430.091 327.411 427.065 531.719 230.698 118.739 0
      VMD-DWT28.175 635.671 130.111 127.431 127.085 931.738 430.720 318.762 4
      RQEFitting0.004 6560.002 4950.004 4340.005 6040.006 0740.004 1300.004 0970.012 648
      EMD0.004 6330.002 1990.004 0150.005 1850.005 6640.003 4200.003 5450.012 537
      VMD0.004 5870.002 0620.003 8060.004 9970.005 4790.003 0820.003 2800.012 482
      VMD-DWT0.004 5840.002 0500.003 7900.004 9810.005 4640.003 0540.003 2570.012 477
    • Table 2. Comparison of filtering effects of four methods

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      Table 2. Comparison of filtering effects of four methods

      Filtering methodsSNRRQE
      Fitting28.119 30.005 268
      EMD28.779 60.004 887
      VMD29.054 20.004 698
      VMD-DWT29.075 20.004 683
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    Xiangyu GAO, Juan LI, Can YU, Runjia LIU, Xin GENG, Shuang WANG. Interferogram Filtering Method for Interferometric Spectral Imager Based on VMD-DWT[J]. Acta Photonica Sinica, 2025, 54(4): 0410001

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    Paper Information

    Category:

    Received: Sep. 25, 2024

    Accepted: Nov. 12, 2024

    Published Online: May. 15, 2025

    The Author Email: Shuang WANG (wangshuang@opt.ac.cn)

    DOI:10.3788/gzxb20255404.0410001

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