low-rank-ksvd

  低秩的求解 denoise an image by sparsely representing each block with the already overcomplete trained Dictionary, and averaging the represented parts. Detailed description can be found in "Image Denoising Via Sparse and Redundant representations over Learned Dictionaries(low rankdenoise an image by sparsely representing each block with the already overcomplete trained Dictionary, and averaging the represented parts. Detailed description can be found in "Image Denoising Via Sparse and Redundant representations over Learned Dictionaries)

low rank ksvd
.............\Data
.............\....\images
.............\....\......\barbara.tif,264168,2010-10-18
.............\....\......\textures
.............\....\......\........\boat.tif,264168,2010-10-18
.............\....\......\........\cameraman.tif,65722,2009-02-05
.............\....\......\........\couple.tif,264168,2010-10-30
.............\....\......\........\fingerprint.tif,264168,2010-10-30
.............\....\......\........\hex.tif,58224,2010-10-28
.............\....\......\........\hill.tif,264168,2010-10-31
.............\....\......\........\house.tif,67368,2010-10-30
.............\....\......\........\Lena512.tif,264168,2010-10-31
.............\....\......\........\man.tif,264168,2010-10-30
.............\....\......\........\Monarch_full.tif,66196,2008-11-04
.............\....\......\........\peppers256.tif,67368,2010-10-30
.............\....\......\........\straw.tif,67368,2010-07-22
.............\Denoising_Main.m,563,2011-09-20
.............\Results
.............\.......\Denoising_results
.............\.......\.................\nsig_20
.............\.......\.................\.......\CSR_de_barbara.tif,4358,2011-09-20
.............\.......\.................\.......\CSR_de_Lena512.tif,4358,2011-09-20
.............\.......\.................\.......\CSR_de_PSNR_SSIM.txt,0,2011-09-20
.............\.......\.................\.......\PCA_CSR_PSNR_SSIM.txt,0,2011-03-22
.............\.......\tmp.tif,4358,2011-09-20
.............\Utilities
.............\.........\Add_noise.m,191,2009-10-26
.............\.........\cal_ssim.m,6372,2010-04-15

.............\.........\Clustering_New.m,3921,2011-09-20
.............\.........\csnr.m,501,2010-04-14
.............\.........\CSR_Denoising.asv,2949,2011-09-20
.............\.........\CSR_Denoising.m,2956,2011-09-20
.............\.........\CSR_Thresholding.m,3703,2011-09-20
.............\.........\demo.m,372,2011-09-20
.............\.........\demonfornonh.asv,260,2011-09-20
.............\.........\demonfornonh.m,198,2011-09-20
.............\.........\denoiseImageKSVDNONH.asv,2248,2011-09-20
.............\.........\denoiseImageKSVDNONH.m,2080,2011-09-20
.............\.........\denoiseImageKSVDRGBNONH.m,12251,2011-09-16
.............\.........\find_blks_fast.m,1905,2010-12-14
.............\.........\Image_Denoising.m,1666,2011-09-20
.............\.........\I_findBetterDictionaryElement.m,880,2011-09-16
.............\.........\KSVDNONH.m,902,2011-09-20
.............\.........\my_im2col.m,631,2011-09-16
.............\.........\NHNOISE.m,785,2011-09-16
.............\.........\NH_NOISE.m,581,2011-09-16
.............\.........\NH_NOISE2.m,434,2011-09-16
.............\.........\OMPerrNONH.m,1404,2011-10-16
.............\.........\OMPerrNONHtest.m,655,2011-09-16
.............\.........\omp_single.m,724,2011-09-16
.............\.........\OutImage.m,1816,2011-09-19
.............\.........\Proc_cls_idx.m,192,2010-05-09
.............\.........\psnr.m,1781,2011-09-16
.............\.........\solve_l1l2.m,285,2011-09-20
.............\.........\weirank.m,620,2011-09-20