文件名称:NLR_CS
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该文件包含一篇基于秩极小化的压缩感知图像重建及其代码实现，该方法利用图像自身非局部相似性，构建低秩矩阵模型，实现图像重建。(This document contains a compressed sensing image reconstruction based on rank minimization and its code implementation. This method uses the non-local similarity of the image itself to construct a low rank matrix model to achieve image reconstruction.)
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下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
| NLR_CS\Compressive Sensing via Nonlocal Low-Rank Regularization.pdf | 6094757 | 2018-11-08 |
| NLR_CS\Data\CS_test_images\barbara.tif | 66386 | 2009-03-16 |
| NLR_CS\Data\CS_test_images\boats.tif | 66282 | 2009-02-26 |
| NLR_CS\Data\CS_test_images\cameraman.tif | 65722 | 2009-02-05 |
| NLR_CS\Data\CS_test_images\foreman.tif | 67368 | 2009-03-04 |
| NLR_CS\Data\CS_test_images\house.tif | 65722 | 2009-01-19 |
| NLR_CS\Data\CS_test_images\lena256.tif | 76892 | 2007-11-17 |
| NLR_CS\Data\CS_test_images\Monarch.tif | 66196 | 2009-01-19 |
| NLR_CS\Data\CS_test_images\Parrots.tif | 67368 | 2010-02-08 |
| NLR_CS\Main_NLR_CS.m | 2113 | 2014-06-24 |
| NLR_CS\Results\Rec_Barbara.tif | 65728 | 2014-05-08 |
| NLR_CS\Utilities\Block_matching.m | 1479 | 2011-11-28 |
| NLR_CS\Utilities\cal_ssim.m | 6372 | 2010-04-15 |
| NLR_CS\Utilities\csnr.m | 501 | 2010-04-14 |
| NLR_CS\Utilities\DCT_thresholding.m | 1094 | 2011-09-12 |
| NLR_CS\Utilities\Im2Patch.m | 325 | 2011-10-18 |
| NLR_CS\Utilities\Image_CS.m | 2287 | 2014-05-08 |
| NLR_CS\Utilities\Measurements\At_f.m | 1068 | 2014-04-27 |
| NLR_CS\Utilities\Measurements\At_fhp.asv | 715 | 2012-06-04 |
| NLR_CS\Utilities\Measurements\At_fhp.m | 851 | 2013-08-28 |
| NLR_CS\Utilities\Measurements\A_f.m | 740 | 2014-04-27 |
| NLR_CS\Utilities\Measurements\A_fhp.m | 762 | 2013-08-28 |
| NLR_CS\Utilities\Measurements\LineMask.m | 832 | 2005-11-10 |
| NLR_CS\Utilities\Measurements\LineMaskLimitedAngle.m | 1217 | 2011-03-01 |
| NLR_CS\Utilities\NLR_CS_Reconstruction.m | 6676 | 2014-06-24 |
| NLR_CS\Utilities\RandMask_rect.m | 670 | 2010-04-12 |
| NLR_CS\Utilities\Random_Sensing.m | 353 | 2011-03-22 |
| NLR_CS\Utilities\selectPF.m | 493 | 2012-06-04 |
| NLR_CS\Utilities\Set_parameters.m | 3185 | 2014-05-10 |
| NLR_CS\Utilities\soft.m | 121 | 2010-10-27 |
| NLR_CS\Data\CS_test_images | 0 | 2018-11-10 |
| NLR_CS\Utilities\Measurements | 0 | 2018-11-10 |
| NLR_CS\Data | 0 | 2018-11-10 |
| NLR_CS\Results | 0 | 2018-11-10 |
| NLR_CS\Utilities | 0 | 2018-11-10 |
| NLR_CS | 0 | 2018-11-10 |
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