Optics and Precision Engineering, Volume. 32, Issue 15, 2429(2024)

Digital diffraction method for single retinal image enhancement

Shuhe ZHANG and Liangcai CAO*
Author Affiliations
  • Department of Precision Instruments, Tsinghua University, Beijing100084, China
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    Figures & Tables(10)
    Retinal image background reflective padding. (a) Sketch for the cross line between point P and O;(b) The process of copy pixel value from point Q to P; (c) Raw image and the corresponding background padded image
    Influence of parameter t on output Im(u)(All images are normalized to [0,1])
    Influence of parameter k on latent image
    Output images after intensity correction with K=15
    Statistical analysis for enhanced retinal image from Messidor dataset
    Two groups of image intensity correction
    Qualitatively comparison of enhanced images from different methods
    Enhanced images supports diagnosis of retinopathy
    Intensity enhancement of ultra widefield retinal image
    • Table 1. Comparison of three methods in Messidor dataset

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      Table 1. Comparison of three methods in Messidor dataset

      MethodsCRAMM (↑)Noise level (↓)
      Raw5.229 2±0.798 60.656 0±0.013 3
      LCA6.232 4±0.126 31.427 7±0.076 4
      DRC6.341 7±0.669 02.348 4±0.179 8
      Proposed6.578 0±0.046 21.938 9±0.240 3
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    Shuhe ZHANG, Liangcai CAO. Digital diffraction method for single retinal image enhancement[J]. Optics and Precision Engineering, 2024, 32(15): 2429

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    Paper Information

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    Received: May. 23, 2024

    Accepted: --

    Published Online: Sep. 27, 2024

    The Author Email: CAO Liangcai (clc@tsinghua.edu.cn)

    DOI:10.37188/OPE.20243215.2429

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