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Once missing areas are identified, the proposed procedure computes additional scanning orientations by using the visibility information of missing areas.
The percentages of missing areas are 10.7%, 6.7%, 5.5%, and 5.4% in images 4 to 7, respectively.
It should be noted that in order to realize this scheme, we have to determine the order in which patches along the fill-front ∂ Ω of missing areas are filled.
Furthermore, since the flag images that correspond to Figures13b,14b,15b, and16b are generated in each paper, i.e., positions of missing areas are different from each other in those papers, we show discussion by comparing the results obtained by our method shown in Figures13,14,15, and16 and the results shown in those papers.
Missing areas are often left missing, and damage is often repaired only if doing so does not require unacceptably invasive treatments that are extensive in nature or that may not be reversible.
Therefore, the patch maximizing the patch priority is selected, and its missing areas are reconstructed in the proposed method.
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Figure 2(a) is a test texture image ( pixels, 24-bit color levels), and from the flag image shown in Figure 2(b), a corrupted image, which includes text regions "Grand Canyon" as missing areas, is obtained as shown in Figure 2(c)(Note that positions of the missing areas are previously provided in this experiment).
In this test image, since structural and textural components are simple and the percentage of missing areas is relatively small, it is easier to achieve successful inpainting.
In the proposed method, a patch ( pixels) including missing areas is clipped from the target image, and its missing textures are estimated from the other known areas.
Generally, since the restoration of missing areas is an ill-posed problem, it is difficult to directly estimate the missing intensities.
Furthermore, in this approach, the classification of the target patch including missing areas is performed, and thus, the inpainting procedures are performed for all clusters.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com