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.

images\barbara.png
......\boat.png
......\cameraman.tif
......\fingerprint.png
......\flinstones.png
......\house.png
......\house.tif
......\jetplane.tif
......\lake.tif
......\lena.png
......\lena_gray_512.tif
......\livingroom.tif
......\mandril_gray.tif
......\peppers256.png
......\peppers_gray.tif
......\pirate.tif
......\walkbridge.tif
......\woman_blonde.tif
......\woman_darkhair.tif
private\addtocols.c
.......\addtocols.m
.......\addtocols.mexmaci64
.......\addtocols.mexw32
.......\addtocols.mexw64
.......\add_dc.m
.......\col2imstep.c
.......\col2imstep.m
.......\col2imstep.mexmaci64
.......\col2imstep.mexw32
.......\col2imstep.mexw64
.......\collincomb.c
.......\collincomb.m
.......\collincomb.mexmaci64
.......\collincomb.mexw32
.......\collincomb.mexw64
.......\countcover.m
.......\dictdist.m
.......\im2colstep.c
.......\im2colstep.m
.......\im2colstep.mexmaci64
.......\im2colstep.mexw32
.......\im2colstep.mexw64
.......\imnormalize.m
.......\iswhole.m
.......\make.m
.......\mexutils.c
.......\mexutils.h
.......\mexutils.mexw64
.......\myblas.c
.......\myblas.h
.......\normcols.m
.......\omp2mex.c
.......\omp2mex.m
.......\omp2mex.mexmaci64
.......\omp2mex.mexw32
.......\omp2mex.mexw64
.......\ompcore.c
.......\ompcore.h
.......\ompmex.c
.......\ompmex.m
.......\ompmex.mexmaci64
.......\ompmex.mexw32
.......\ompmex.mexw64
.......\ompprof.c
.......\ompprof.h
.......\omputils.c
.......\omputils.h
.......\printf.m
.......\reggrid.m
.......\remove_dc.m
.......\rowlincomb.c
.......\rowlincomb.m
.......\rowlincomb.mexmaci64
.......\rowlincomb.mexw32
.......\rowlincomb.mexw64
.......\sampgrid.m
.......\SBSE____.TMP
.......\secs2hms.m
.......\spdiag.m
.......\sprow.c
.......\sprow.m
.......\sprow.mexmaci64
.......\sprow.mexw32
.......\sprow.mexw64
.......\timerclear.m
.......\timereta.m
.......\timerinit.m
Batch_CoefROMP.m
Batch_OMP.m
CoROMP3.m
demoImproveD.m
denoiseImageKSVD.m
Figures.m
KSVD2LNS.m
MatlabOMP.m
my_im2col.m
omp.m
omp2.m
OMPerr.m
readme.txt

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