文件名称:ImprovedDL
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- 上传时间：2013-07-18
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文件大小：2.94mb
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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.
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下载文件列表
images/barbara.png
images/boat.png
images/cameraman.tif
images/fingerprint.png
images/flinstones.png
images/house.png
images/house.tif
images/jetplane.tif
images/lake.tif
images/lena.png
images/lena_gray_512.tif
images/livingroom.tif
images/mandril_gray.tif
images/peppers256.png
images/peppers_gray.tif
images/pirate.tif
images/walkbridge.tif
images/woman_blonde.tif
images/woman_darkhair.tif
private/addtocols.c
private/addtocols.m
private/addtocols.mexmaci64
private/addtocols.mexw32
private/addtocols.mexw64
private/add_dc.m
private/col2imstep.c
private/col2imstep.m
private/col2imstep.mexmaci64
private/col2imstep.mexw32
private/col2imstep.mexw64
private/collincomb.c
private/collincomb.m
private/collincomb.mexmaci64
private/collincomb.mexw32
private/collincomb.mexw64
private/countcover.m
private/dictdist.m
private/im2colstep.c
private/im2colstep.m
private/im2colstep.mexmaci64
private/im2colstep.mexw32
private/im2colstep.mexw64
private/imnormalize.m
private/iswhole.m
private/make.m
private/mexutils.c
private/mexutils.h
private/mexutils.mexw64
private/myblas.c
private/myblas.h
private/normcols.m
private/omp2mex.c
private/omp2mex.m
private/omp2mex.mexmaci64
private/omp2mex.mexw32
private/omp2mex.mexw64
private/ompcore.c
private/ompcore.h
private/ompmex.c
private/ompmex.m
private/ompmex.mexmaci64
private/ompmex.mexw32
private/ompmex.mexw64
private/ompprof.c
private/ompprof.h
private/omputils.c
private/omputils.h
private/printf.m
private/reggrid.m
private/remove_dc.m
private/rowlincomb.c
private/rowlincomb.m
private/rowlincomb.mexmaci64
private/rowlincomb.mexw32
private/rowlincomb.mexw64
private/sampgrid.m
private/SBSE____.TMP
private/secs2hms.m
private/spdiag.m
private/sprow.c
private/sprow.m
private/sprow.mexmaci64
private/sprow.mexw32
private/sprow.mexw64
private/timerclear.m
private/timereta.m
private/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
sparsecode.m
trainD.m
images
private
iterDUC8-1-25.mat
DUCs8.mat
iterDUC16-1-25.mat
CoROMPDiX15.mat
images/boat.png
images/cameraman.tif
images/fingerprint.png
images/flinstones.png
images/house.png
images/house.tif
images/jetplane.tif
images/lake.tif
images/lena.png
images/lena_gray_512.tif
images/livingroom.tif
images/mandril_gray.tif
images/peppers256.png
images/peppers_gray.tif
images/pirate.tif
images/walkbridge.tif
images/woman_blonde.tif
images/woman_darkhair.tif
private/addtocols.c
private/addtocols.m
private/addtocols.mexmaci64
private/addtocols.mexw32
private/addtocols.mexw64
private/add_dc.m
private/col2imstep.c
private/col2imstep.m
private/col2imstep.mexmaci64
private/col2imstep.mexw32
private/col2imstep.mexw64
private/collincomb.c
private/collincomb.m
private/collincomb.mexmaci64
private/collincomb.mexw32
private/collincomb.mexw64
private/countcover.m
private/dictdist.m
private/im2colstep.c
private/im2colstep.m
private/im2colstep.mexmaci64
private/im2colstep.mexw32
private/im2colstep.mexw64
private/imnormalize.m
private/iswhole.m
private/make.m
private/mexutils.c
private/mexutils.h
private/mexutils.mexw64
private/myblas.c
private/myblas.h
private/normcols.m
private/omp2mex.c
private/omp2mex.m
private/omp2mex.mexmaci64
private/omp2mex.mexw32
private/omp2mex.mexw64
private/ompcore.c
private/ompcore.h
private/ompmex.c
private/ompmex.m
private/ompmex.mexmaci64
private/ompmex.mexw32
private/ompmex.mexw64
private/ompprof.c
private/ompprof.h
private/omputils.c
private/omputils.h
private/printf.m
private/reggrid.m
private/remove_dc.m
private/rowlincomb.c
private/rowlincomb.m
private/rowlincomb.mexmaci64
private/rowlincomb.mexw32
private/rowlincomb.mexw64
private/sampgrid.m
private/SBSE____.TMP
private/secs2hms.m
private/spdiag.m
private/sprow.c
private/sprow.m
private/sprow.mexmaci64
private/sprow.mexw32
private/sprow.mexw64
private/timerclear.m
private/timereta.m
private/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
sparsecode.m
trainD.m
images
private
iterDUC8-1-25.mat
DUCs8.mat
iterDUC16-1-25.mat
CoROMPDiX15.mat
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