Mercurial > hg > smallbox
comparison examples/Pierre Villars/Pierre_Villars_Example.m @ 124:436e6c044099 sup_158_IMG_Processing_toolbox_
Pierre_Villars_Example.m - removed IMP toolbox dependencies
author | Ivan Damnjanovic lnx <ivan.damnjanovic@eecs.qmul.ac.uk> |
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date | Wed, 25 May 2011 15:20:04 +0100 |
parents | dab78a3598b6 |
children | 8e660fd14774 |
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123:0e2959c83824 | 124:436e6c044099 |
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26 SMALL.Problem = Pierre_Problem(); | 26 SMALL.Problem = Pierre_Problem(); |
27 | 27 |
28 % Show original image and image that is used as a dictionary | 28 % Show original image and image that is used as a dictionary |
29 figure('Name', 'Original and Dictionary Image'); | 29 figure('Name', 'Original and Dictionary Image'); |
30 | 30 |
31 subplot(1,2,1); imshow(SMALL.Problem.imageTrg/SMALL.Problem.maxval); | 31 subplot(1,2,1); imagesc(SMALL.Problem.imageTrg/SMALL.Problem.maxval); |
32 title('Original Image'); | 32 title('Original Image');colormap(gray);axis off; axis image; |
33 subplot(1,2,2); imshow(SMALL.Problem.imageSrc/SMALL.Problem.maxval); | 33 subplot(1,2,2); imagesc(SMALL.Problem.imageSrc/SMALL.Problem.maxval); |
34 title('Dictionary image:'); | 34 title('Dictionary image:');colormap(gray);axis off; axis image; |
35 | 35 |
36 % Using ten different dictionary sizes. First dictionary will contain all | 36 % Using ten different dictionary sizes. First dictionary will contain all |
37 % patches from the source image and last one will have only | 37 % patches from the source image and last one will have only |
38 % num_src_patches/2^9 atoms representing equidistant patches taken from | 38 % num_src_patches/2^9 atoms representing equidistant patches taken from |
39 % the source image. | 39 % the source image. |
78 | 78 |
79 | 79 |
80 %% show reconstructed image %% | 80 %% show reconstructed image %% |
81 figure('Name', sprintf('dictsize=%d', dictsize(1,i))); | 81 figure('Name', sprintf('dictsize=%d', dictsize(1,i))); |
82 | 82 |
83 imshow(SMALL.solver(i).reconstructed.image/SMALL.Problem.maxval); | 83 imagesc(SMALL.solver(i).reconstructed.image/SMALL.Problem.maxval); |
84 title(sprintf('Reconstructed image, PSNR: %.2f dB in %.2f s',... | 84 title(sprintf('Reconstructed image, PSNR: %.2f dB in %.2f s',... |
85 SMALL.solver(i).reconstructed.psnr, SMALL.solver(i).time )); | 85 SMALL.solver(i).reconstructed.psnr, SMALL.solver(i).time )); |
86 | 86 colormap(gray);axis off; axis image; |
87 | 87 |
88 end | 88 end |
89 | 89 |
90 %% plot time and psnr given dictionary size %% | 90 %% plot time and psnr given dictionary size %% |
91 figure('Name', 'time and psnr'); | 91 figure('Name', 'time and psnr'); |