ImprovedDL

  这是一篇SCI文章《改善字典学习：多字典更新和系数重用》里的Matlab代码，包含了OMP、Batch-OMP、CoROMP等匹配跟踪算法代码以及改进的K-SVD字典学习算法代码，是图像稀疏表示研究方向重要的源代码，有助于大家学习和改进。(This file folder reproduces the Figures for paper:"Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reuse".It contains codes of the OMP, Batch code- OMP, CoROMP matching pursuit algorithm and improved K- SVD dictionary learning algorithm ,This is the important source code of image sparse representation ,which can help you learn and improve. )

Batch_CoefROMP.m,9021,2012-09-12
Batch_OMP.m,4387,2012-09-25
CoROMP3.m,6477,2012-11-28
CoROMPDiX15.mat,1568,2013-01-08
demoImproveD.m,11215,2013-01-08
denoiseImageKSVD.m,13009,2012-10-16
DUCs8.mat,2058,2013-01-08
Figures.m,7355,2013-01-08
images


......\cameraman.tif,262750,2006-06-14



......\house.tif,525106,2006-06-13
......\jetplane.tif,525106,2006-06-14
......\lake.tif,525106,2006-06-13
......\lena.png,151199,2011-11-03
......\lena_gray_512.tif,262598,2008-08-28
......\livingroom.tif,262750,2006-06-14
......\mandril_gray.tif,262750,2006-06-13
......\peppers256.png,40181,2011-11-03
......\peppers_gray.tif,525106,2006-06-14
......\pirate.tif,262750,2006-04-27
......\walkbridge.tif,525106,2006-06-14
......\woman_blonde.tif,262750,2006-04-27
......\woman_darkhair.tif,262750,2006-04-27
iterDUC16-1-25.mat,627,2013-01-08
iterDUC8-1-25.mat,618,2013-01-08
KSVD2LNS.m,13226,2012-10-16
MatlabOMP.m,3435,2012-07-10
my_im2col.m,624,2012-09-25
omp.m,5294,2011-09-28
omp2.m,6218,2011-09-28
OMPerr.m,1083,2006-12-11
private
.......\addtocols.c,1915,2011-09-28
.......\addtocols.m,303,2011-09-28
.......\addtocols.mexmaci64,9008,2012-04-04
.......\addtocols.mexw32,6656,2011-10-03
.......\addtocols.mexw64,7680,2012-06-06
.......\add_dc.m,830,2011-09-28
.......\col2imstep.c,3924,2011-09-28
.......\col2imstep.m,1001,2011-09-28
.......\col2imstep.mexmaci64,13104,2012-04-04
.......\col2imstep.mexw32,7680,2011-10-03
.......\col2imstep.mexw64,10240,2012-06-06
.......\collincomb.c,4255,2011-09-28
.......\collincomb.m,832,2011-09-28
.......\collincomb.mexmaci64,9120,2012-04-04
.......\collincomb.mexw32,7680,2011-10-03
.......\collincomb.mexw64,9728,2012-06-06
.......\countcover.m,1178,2011-09-28
.......\dictdist.m,1839,2011-09-28
.......\im2colstep.c,3388,2011-09-28
.......\im2colstep.m,1341,2011-09-28
.......\im2colstep.mexmaci64,13240,2012-04-04
.......\im2colstep.mexw32,7168,2011-10-03
.......\im2colstep.mexw64,9216,2012-06-06
.......\imnormalize.m,477,2011-09-28
.......\iswhole.m,470,2011-09-28
.......\make.m,1096,2012-06-06
.......\mexutils.c,2219,2011-09-28
.......\mexutils.h,3655,2011-09-28
.......\mexutils.mexw64,0,2012-06-06
.......\myblas.c,12510,2011-09-28
.......\myblas.h,14673,2011-09-28
.......\normcols.m,346,2011-09-28
.......\omp2mex.c,3490,2011-09-28
.......\omp2mex.m,896,2011-09-28
.......\omp2mex.mexmaci64,32072,2012-02-28
.......\omp2mex.mexw32,20480,2011-10-03
.......\omp2mex.mexw64,22528,2012-06-06
.......\ompcore.c,12354,2011-09-28
.......\ompcore.h,3118,2011-09-28
.......\ompmex.c,2820,2011-09-28
.......\ompmex.m,792,2011-09-28
.......\ompmex.mexmaci64,32072,2012-02-28
.......\ompmex.mexw32,19968,2011-10-03
.......\ompmex.mexw64,22528,2012-06-06
.......\ompprof.c,4523,2011-09-28
.......\ompprof.h,3082,2011-09-28
.......\omputils.c,1933,2011-09-28
.......\omputils.h,2272,2011-09-28
.......\printf.m,693,2011-09-28
.......\reggrid.m,4708,2011-09-28
.......\remove_dc.m,1019,2011-09-28
.......\rowlincomb.c,3442,2011-09-28
.......\rowlincomb.m,835,2011-09-28
.......\rowlincomb.mexmaci64,9120,2012-04-04
.......\rowlincomb.mexw32,7168,2011-10-03
.......\rowlincomb.mexw64,9728,2012-06-06
.......\sampgrid.m,2003,2011-09-28
.......\SBSE____.TMP,9728,2012-03-21
.......\secs2hms.m,671,2011-09-28
.......\spdiag.m,732,2011-09-28
.......\sprow.c,1800,2011-09-28
.......\sprow.m,490,2011-09-28
.......\sprow.mexmaci64,13776,2012-04-04