Optics and Precision Engineering, Volume. 30, Issue 20, 2479(2022)

Adaptive vignetting correction of corneal nerve microscopy images

Tianyu LI1... Guangxu LI1,2,*, Chen ZHANG3,4,5, Fangting LI6 and Deheng LI7 |Show fewer author(s)
Author Affiliations
  • 1School of Electronic and Information Engineering, Tiangong University, Tianjin300387, China
  • 2Tianjin Optoelectronic Detection Technology and System Laboratory, Tianjin300387, China
  • 3Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin0084, China
  • 4Tianjin Branch of National Clinical Research Center for Ocular Disease, Tianjin30038, China
  • 5Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin300384, China
  • 6Department of Ophthalmology, Peking University People’s Hospital, Beijing100044, China
  • 7Redasen Medical Technology, Beijing101100, China
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    Figures & Tables(10)
    Vignetting effect in the image
    Vignetting effect decay model
    Relationship between information entropy and distribution movement[22]
    Logarithmic intensity entropy iterative process
    Images before and after vignetting correction
    Pixel method evaluation of vignetting corrected image
    Results of different vignetting correction methods
    Comparison of vignetting correction metrics evaluation
    Corneal nerve microscope stitching images
    • Table 1. Mean results of correction effect evaluation in five patients

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      Table 1. Mean results of correction effect evaluation in five patients

      测试方法MSE/pixelPSNR/dBSSIM
      渐晕图像0.022 364.721 40.807 1
      本文方法0.004 272.225 10.960 0
      非建模方法0.007 970.408 30.900 4
      CIDRE算法0.020 665.275 30.841 8
      BaSiC算法0.009 668.675 10.915 4
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    Tianyu LI, Guangxu LI, Chen ZHANG, Fangting LI, Deheng LI. Adaptive vignetting correction of corneal nerve microscopy images[J]. Optics and Precision Engineering, 2022, 30(20): 2479

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    Paper Information

    Category: Information Sciences

    Received: May. 7, 2022

    Accepted: --

    Published Online: Oct. 27, 2022

    The Author Email: LI Guangxu (liguangxu@tiangong.edu.cn)

    DOI:10.37188/OPE.20223020.2479

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