Chinese Journal of Liquid Crystals and Displays, Volume. 40, Issue 9, 1275(2025)

Adaptive weight sub-pixel rendering algorithm based on chromatic aberration

Jiachang DONG1,2, Yuanyi WEN1,2, Xifeng ZHENG1,3、*, Deju HUANG1,2, Xinyue MAO1,3, and Liting ZHAO3
Author Affiliations
  • 1Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
  • 3Changchun Cedar Electronics Technology Co. Ltd., Changchun 130103, China
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    Figures & Tables(16)
    Diagram of RGB triangle arrangement structure
    Overall framework of the algorithm in this paper
    Schematic diagram of image extension
    Schematic diagram of red subpixel expansion
    DIV2K dataset. (a) 48 images from the original dataset; (b) 16 images plus Gaussian noise.
    Single-linewidth black background white line ren-dering. (a) Original drawing; (b) Rendering effect of the unadvised averaging algorithm; (c) Ren‍⁃dering effect of the adaptive weighting algorithm.
    Rendering of the English letters. (a) Rendering effect of the unadvised average algorithm; (b) Rendering effect of the adaptive weight algorithm.
    Comparison of MSE between the two algorithms
    Comparison of PSNR between the two algorithms
    Comparison of SSIM between the two algorithms
    Comparison of FSIMc between the two algorithms
    Comparison of VIF between the two algorithms
    Comparison of the denoising effects of the two algorithms. (a) Original images; (b) Images of salt and pepper noise; (c) Denoising effect of the unweighted average rendering algorithm; (d) Denoising effect of the adaptive weight rendering algorithm.
    • Table 1. Scene matching reference table

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      Table 1. Scene matching reference table

      像素编号场景类型(灰度分布)
      场景一场景二场景三场景四场景五场景六
      输出亚像素255255255000
      1000255255255
      2000255255255
      3255000255255
      4255000255255
      5025502550255
      6025502550255
      7002552552550
      8002552552550
      9000255255255
      10000255255255
    • Table 2. Comparison of image quality metrics of two ren-dering algorithms

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      Table 2. Comparison of image quality metrics of two ren-dering algorithms

      指标不加权平均渲染算法自适应权重渲染算法
      MSE87.963 6173.426 01
      PSNR/dB28.900 7829.728 99
      SSIM0.915 260.930 22
      FSIMc0.994 130.994 96
      VIF0.522 360.532 02
    • Table 3. Comparison of image denoising quality metrics of two rendering algorithms

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      Table 3. Comparison of image denoising quality metrics of two rendering algorithms

      指标不加权平均渲染算法自适应权重渲染算法
      MSE270.382 09132.648 44
      PSNR/dB23.844 1926.994 57
      SSIM0.705 360.856 04
      FSIMc0.935 410.969 07
      VIF0.458 600.482 84
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    Jiachang DONG, Yuanyi WEN, Xifeng ZHENG, Deju HUANG, Xinyue MAO, Liting ZHAO. Adaptive weight sub-pixel rendering algorithm based on chromatic aberration[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(9): 1275

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    Paper Information

    Category:

    Received: Jun. 25, 2025

    Accepted: --

    Published Online: Sep. 25, 2025

    The Author Email: Xifeng ZHENG (zhengxf@ccxida.com)

    DOI:10.37188/CJLCD.2025-0134

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