Higher-order total variation inpainting

バージョン 1.1.0.0 (192 KB) 作成者: Carola-Bibiane Schönlieb
M-files for inpainting with nonlinear and higher-order PDEs
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更新 2012/8/7

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M-files for inpainting with:

M1: heat_equation.m: the heat equation (harmonic inpainting)
M2: bvl2_inpainting_convs.m: standard total variation inpainting
M3: bvnegh_inpainting_convs.m: a fourth-order total variation PDE for inpainting.

Mat-files include:

MAT1: strip1ades.mat (default image): black strip on white background with a small hole in the middle. All three inpainting methods M1-M3 give similar results. The strip inpainted with M2 and M3 has sharper edges than the one inpainted with M1.
MAT2: strip1ades1.mat: the same black strip as in MAT1 but with a larger hole in the middle. For this example the higher-order inpainting method M3 clearly outperforms the other two inpainting methods.
MAT3: elephantcropdes1.mat: image of elephants with speckled inpainting domain.

引用

Carola-Bibiane Schönlieb (2024). Higher-order total variation inpainting (https://www.mathworks.com/matlabcentral/fileexchange/34356-higher-order-total-variation-inpainting), MATLAB Central File Exchange. 取得済み .

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バージョン 公開済み リリース ノート
1.1.0.0

1. More description on the m- and mat-files included in the program.
2. Update of bvnegh_inpainting_convs.m. There has been an error in the initial assignment of variables before the inpainting algorithm could actually start.

1.0.0.0