Qi Li, Long Li, Wei Wang, Pengbo Nan. Image Inpainting of Damaged Textiles Based on Improved Criminisi Algorithm[J]. Laser & Optoelectronics Progress, 2023, 60(16): 1610011

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- Laser & Optoelectronics Progress
- Vol. 60, Issue 16, 1610011 (2023)

Fig. 1. Description of Criminisi algorithm

Fig. 2. Algorithm block diagram of textile cultural relic image restoration

Fig. 3. Boundary tracking results after denoising. (a) Raw wool fabric image; (b) boundary tracking images without denoising; (c) boundary tracking image processed by adaptive filtering; (d) boundary tracking image processed by proposed algorithm

Fig. 4. Schematic diagram of mask making process. (a) Original image; (b) damaged area; (c) mask map; (d) image to be repaired

Fig. 5. The result of K-means color segmentation

Fig. 6. Color dispersion of different pixel blocks. (a) Sample 1, ; (b) Sample 2, =0.5350
![Comparison of inpainting results of damaged textile cultural relics images by four algorithms. (a) Image of damaged textile artifacts; (b) mask map; (c) inpainting image by Criminisi algorithm;(d) inpainting image by reference [16] algorithm; (e) inpainting image by reference [22] algorithm; (f) inpainting image by proposed algorithm](/Images/icon/loading.gif)
Fig. 7. Comparison of inpainting results of damaged textile cultural relics images by four algorithms. (a) Image of damaged textile artifacts; (b) mask map; (c) inpainting image by Criminisi algorithm;(d) inpainting image by reference [16] algorithm; (e) inpainting image by reference [22] algorithm; (f) inpainting image by proposed algorithm
![Comparison of repairing effect of artificial fictitious damaged textile image. (a) Image of original textile; (b) artificial virtual damage image; (c) inpainting image by Criminisi algorithm;(d) inpainting image by reference [16] algorithm; (e) inpainting image by reference [22] algorithm; (f) inpainting image by proposed algorithm](/Images/icon/loading.gif)
Fig. 8. Comparison of repairing effect of artificial fictitious damaged textile image. (a) Image of original textile; (b) artificial virtual damage image; (c) inpainting image by Criminisi algorithm;(d) inpainting image by reference [16] algorithm; (e) inpainting image by reference [22] algorithm; (f) inpainting image by proposed algorithm
![Comparison of inpainting effects. (a) Original image; (b) damaged image; (c) inpainting image by reference [16] algorithm; (d) inpainting image by reference [22] algorithm; (e) inpainting image by proposed algorithm](/Images/icon/loading.gif)
Fig. 9. Comparison of inpainting effects. (a) Original image; (b) damaged image; (c) inpainting image by reference [16] algorithm; (d) inpainting image by reference [22] algorithm; (e) inpainting image by proposed algorithm
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Table 1. Comparison of quality evaluation parameters (test 1)
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Table 2. Comparison of quality evaluation parameters (test 2)

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