Mercurial > hg > smallbox
comparison examples/Image Denoising/SMALL_ImgDenoise_DL_test_Training_size.m @ 25:cbf3521c25eb
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author | idamnjanovic |
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date | Tue, 27 Apr 2010 13:33:13 +0000 |
parents | 79e1d62f0115 |
children | dab78a3598b6 |
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24:fc395272d53e | 25:cbf3521c25eb |
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1 %% DICTIONARY LEARNING FOR IMAGE DENOISING | 1 %% DICTIONARY LEARNING FOR IMAGE DENOISING |
2 % | |
3 % Centre for Digital Music, Queen Mary, University of London. | |
4 % This file copyright 20100 Ivan Damnjanovic. | |
5 % | |
6 % This program is free software; you can redistribute it and/or | |
7 % modify it under the terms of the GNU General Public License as | |
8 % published by the Free Software Foundation; either version 2 of the | |
9 % License, or (at your option) any later version. See the file | |
10 % COPYING included with this distribution for more information. | |
11 % | |
2 % This file contains an example of how SMALLbox can be used to test different | 12 % This file contains an example of how SMALLbox can be used to test different |
3 % dictionary learning techniques in Image Denoising problem. | 13 % dictionary learning techniques in Image Denoising problem. |
4 % It calls generateImageDenoiseProblem that will let you to choose image, | 14 % It calls generateImageDenoiseProblem that will let you to choose image, |
5 % add noise and use noisy image to generate training set for dictionary | 15 % add noise and use noisy image to generate training set for dictionary |
6 % learning. | 16 % learning. |
15 % - SPAMS - J. Mairal, F. Bach, J. Ponce and G. Sapiro. Online | 25 % - SPAMS - J. Mairal, F. Bach, J. Ponce and G. Sapiro. Online |
16 % Dictionary Learning for Sparse Coding. International | 26 % Dictionary Learning for Sparse Coding. International |
17 % Conference on Machine Learning,Montreal, Canada, 2009 | 27 % Conference on Machine Learning,Montreal, Canada, 2009 |
18 % | 28 % |
19 % | 29 % |
20 % Ivan Damnjanovic 2010 | |
21 %% | 30 %% |
22 | 31 |
23 clear all; | 32 clear all; |
24 | 33 |
25 %% Load an image | 34 %% Load an image |