Laser & Optoelectronics Progress, Volume. 58, Issue 24, 2410009(2021)

Mural Image Inpainting Based on Edge Missing Reconstruction and Improved Priority

Yong Chen*, Jin Chen, Yapeng Ai, and Meifeng Tao
Author Affiliations
  • School of Electronics and Information Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu 730070, China
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    Figures & Tables(14)
    Principle of the Criminisi algorithm
    Images before and after edge fitting. (a) Image with edge missing; (b) image with edge fitting
    Fitting process of the second-order Bézier curve
    Schematic diagram of the second-order Bézier curve
    Schematic diagram of Bézier curve fitting. (a) Curve before fitting; (b) curve after fitting
    Edge fitting experiment of damaged murals. (a) Original image; (b) mask image; (c) manually selected control point 1; (d) manually selected control point 2; (e) our algorithm
    Process of fusion to generate image to be repaired
    Repair results of different algorithms. (a) Original mural; (b) mask image; (c) Criminisi algorithm; (d) our algorithm
    Repair result of the real mural. (a) Original mural; (b) mask image; (c) Criminisi algorithm; (d) our algorithm; (e) local repair result of Criminisi algorithm; (f) local repair result of our algorithm
    Repair results of different algorithms. (a) Original image; (b) mark image; (c) XTh = 2000; (d) XTh = 1000; (e) XTh = 500; (f) XTh = 300; (g) XTh = 200; (h) XTh =100; (i) XTh =50; (j) our algorithm
    Repair results of artificially damaged murals by different algorithms. (a) Original mural; (b) artificially damaged mask image; (c) Criminisi algorithm; (d) algorithm of Ref. [8]; (e) algorithm of Ref. [10]; (f) our algorithm
    Repair result of the real broken mural. (a) Original mural; (b) mask image; (c) Criminisi algorithm; (d) algorithm of Ref. [8]; (e) algorithm of Ref. [10]; (f) our algorithm
    • Table 1. PSNR of image repaired by different algorithms unit: dB

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      Table 1. PSNR of image repaired by different algorithms unit: dB

      MuralCriminisiRef. [8]Ref. [10]Ours
      134.7037.0437.6544.93
      237.3132.5234.9844.93
      332.9533.6532.5238.08
      441.1032.7629.7541.86
      529.3429.1130.0237.05
    • Table 2. SSIM for image restoration with different algorithms

      View table

      Table 2. SSIM for image restoration with different algorithms

      MuralCriminisiRef. [8]Ref. [10]Ours
      10.98700.98820.98770.9929
      20.98030.97770.98040.9830
      30.99120.99120.98600.9947
      40.98040.98110.97620.9849
      50.97850.98160.97960.9905
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    Yong Chen, Jin Chen, Yapeng Ai, Meifeng Tao. Mural Image Inpainting Based on Edge Missing Reconstruction and Improved Priority[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2410009

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    Paper Information

    Category: Image Processing

    Received: Jan. 18, 2021

    Accepted: Mar. 5, 2021

    Published Online: Nov. 24, 2021

    The Author Email: Yong Chen (edukeylab@126.com)

    DOI:10.3788/LOP202158.2410009

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