NLR_CS
所属分类：图形图像处理
开发工具：matlab
文件大小：5036KB
下载次数：23
上传日期：2018-11-10 15:40:55
上 传 者：
我是歌手王强
说明： 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.)
文件列表:
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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