Infrared and Laser Engineering, Volume. 51, Issue 4, 20210392(2022)

Removal of image motion blur caused by distortion in TDI remote-sensing image

Sumei Xue1...2,3, Yuyu Tang1,2, Xiaoxian Huang1,2, and Jun Wei12 |Show fewer author(s)
Author Affiliations
  • 1Key Laboratory of Infrared Detection and Imaging Technology of the Chinese Academy of Sciences, Shanghai 200083, China
  • 2Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai 200083, China
  • 3University of Chinese Academy of Sciences, Beijing 100049, China
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    Figures & Tables(9)
    Schematic diagram of TDI image motion blur caused by optical distortion
    Solution process of initial PSF
    Framework of semi-blind algorithm for estimating blur kernel
    Comparison of image structure extraction
    Deblurring results of three images by different methods
    Comparison of objective evaluation
    Blur kernel estimation and deblurring of surface target image
    • Table 1. Similarity of blur kernel

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      Table 1. Similarity of blur kernel

      ImagesImage 1Image 2Image 3Image 4Image 5Image 6Image 7Image 8AverageStd
      Zhang0.839 60.79020.91840.94230.96270.97500.86210.43870.84110.1748
      Krishnan0.92900.84070.86900.78650.91970.90030.65390.82540.84060.0898
      Proposed0.98450.98040.96150.96100.97910.97890.93510.95210.96660.0172
    • Table 2. Comparison of blur kernel estimation time (Unit: s)

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      Table 2. Comparison of blur kernel estimation time (Unit: s)

      Image sizeKrishnanZhangProposed method
      150×1503.2715.2034.852
      300×3524.22517.55116.011
      412×5258.46937.76134.445
      600×73417.13179.80235.437
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    Sumei Xue, Yuyu Tang, Xiaoxian Huang, Jun Wei. Removal of image motion blur caused by distortion in TDI remote-sensing image[J]. Infrared and Laser Engineering, 2022, 51(4): 20210392

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    Paper Information

    Category: Image processing

    Received: Dec. 20, 2021

    Accepted: --

    Published Online: May. 18, 2022

    The Author Email:

    DOI:10.3788/IRLA20210392

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