文件名称:BCS-SPL-1.5-new
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- 上传时间:2013-09-30
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文件大小:5.69mb
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Block-based random image sampling is coupled with a projectiondriven
compressed-sensing recovery that encourages sparsity in
the domain of directional transforms simultaneously with a smooth
reconstructed image. Both contourlets as well as complex-valued
dual-tree wavelets are considered for their highly directional representation,
while bivariate shrinkage is adapted to their multiscale
decomposition structure to provide the requisite sparsity constraint.
Smoothing is achieved via a Wiener filter incorporated
into iterative projected Landweber compressed-sensing recovery,
yielding fast reconstruction. The proposed approach yields images
with quality that matches or exceeds that produced by a popular,
yet computationally expensive, technique which minimizes total
variation. Additionally, reconstruction quality is substantially
superior to that from several prominent pursuits-based algorithms
that do not include any smoothing
compressed-sensing recovery that encourages sparsity in
the domain of directional transforms simultaneously with a smooth
reconstructed image. Both contourlets as well as complex-valued
dual-tree wavelets are considered for their highly directional representation,
while bivariate shrinkage is adapted to their multiscale
decomposition structure to provide the requisite sparsity constraint.
Smoothing is achieved via a Wiener filter incorporated
into iterative projected Landweber compressed-sensing recovery,
yielding fast reconstruction. The proposed approach yields images
with quality that matches or exceeds that produced by a popular,
yet computationally expensive, technique which minimizes total
variation. Additionally, reconstruction quality is substantially
superior to that from several prominent pursuits-based algorithms
that do not include any smoothing
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下载文件列表
BCS-SPL-1.5-1/BCS_SPL_CT_Decoder.m
BCS-SPL-1.5-1/BCS_SPL_DCT_Decoder.m
BCS-SPL-1.5-1/BCS_SPL_DCT_Decoder_2.m
BCS-SPL-1.5-1/BCS_SPL_DDWT_Decoder.m
BCS-SPL-1.5-1/BCS_SPL_DDWT_Decoder_2.m
BCS-SPL-1.5-1/BCS_SPL_DWT_Decoder.m
BCS-SPL-1.5-1/BCS_SPL_Encoder.m
BCS-SPL-1.5-1/BCS_SPL_GenerateProjection.m
BCS-SPL-1.5-1/circulant.m
BCS-SPL-1.5-1/ContourletToolbox/backsamp.m
BCS-SPL-1.5-1/ContourletToolbox/barbara.png
BCS-SPL-1.5-1/ContourletToolbox/ChangeLog
BCS-SPL-1.5-1/ContourletToolbox/computescale.m
BCS-SPL-1.5-1/ContourletToolbox/Contents.m
BCS-SPL-1.5-1/ContourletToolbox/COPYING
BCS-SPL-1.5-1/ContourletToolbox/decdemo.m
BCS-SPL-1.5-1/ContourletToolbox/denoisedemo.m
BCS-SPL-1.5-1/ContourletToolbox/dfbdec.m
BCS-SPL-1.5-1/ContourletToolbox/dfbdec_l.m
BCS-SPL-1.5-1/ContourletToolbox/dfbimage.m
BCS-SPL-1.5-1/ContourletToolbox/dfbrec.m
BCS-SPL-1.5-1/ContourletToolbox/dfbrec_l.m
BCS-SPL-1.5-1/ContourletToolbox/dfilters.m
BCS-SPL-1.5-1/ContourletToolbox/dup.m
BCS-SPL-1.5-1/ContourletToolbox/efilter2.m
BCS-SPL-1.5-1/ContourletToolbox/extend2.m
BCS-SPL-1.5-1/ContourletToolbox/fbdec.m
BCS-SPL-1.5-1/ContourletToolbox/fbdec_l.m
BCS-SPL-1.5-1/ContourletToolbox/fbrec.m
BCS-SPL-1.5-1/ContourletToolbox/fbrec_l.m
BCS-SPL-1.5-1/ContourletToolbox/ffilters.m
BCS-SPL-1.5-1/ContourletToolbox/ld2quin.m
BCS-SPL-1.5-1/ContourletToolbox/ldfilter.m
BCS-SPL-1.5-1/ContourletToolbox/lpdec.m
BCS-SPL-1.5-1/ContourletToolbox/lprec.m
BCS-SPL-1.5-1/ContourletToolbox/mctrans.m
BCS-SPL-1.5-1/ContourletToolbox/modulate2.m
BCS-SPL-1.5-1/ContourletToolbox/nlademo.m
BCS-SPL-1.5-1/ContourletToolbox/nlademo2.m
BCS-SPL-1.5-1/ContourletToolbox/pdfb2vec.m
BCS-SPL-1.5-1/ContourletToolbox/pdfbdec.m
BCS-SPL-1.5-1/ContourletToolbox/pdfbrec.m
BCS-SPL-1.5-1/ContourletToolbox/pdfb_nest.m
BCS-SPL-1.5-1/ContourletToolbox/pdfb_tr.m
BCS-SPL-1.5-1/ContourletToolbox/pdown.m
BCS-SPL-1.5-1/ContourletToolbox/peppers.png
BCS-SPL-1.5-1/ContourletToolbox/pfilters.m
BCS-SPL-1.5-1/ContourletToolbox/ppdec.m
BCS-SPL-1.5-1/ContourletToolbox/pprec.m
BCS-SPL-1.5-1/ContourletToolbox/pup.m
BCS-SPL-1.5-1/ContourletToolbox/qdown.m
BCS-SPL-1.5-1/ContourletToolbox/qpdec.m
BCS-SPL-1.5-1/ContourletToolbox/qprec.m
BCS-SPL-1.5-1/ContourletToolbox/qup.m
BCS-SPL-1.5-1/ContourletToolbox/qupz.m
BCS-SPL-1.5-1/ContourletToolbox/README
BCS-SPL-1.5-1/ContourletToolbox/rebacksamp.m
BCS-SPL-1.5-1/ContourletToolbox/resamp.m
BCS-SPL-1.5-1/ContourletToolbox/resampc.c
BCS-SPL-1.5-1/ContourletToolbox/resampc.dll
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexglx
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexlx
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexmac
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexsol
BCS-SPL-1.5-1/ContourletToolbox/resampz.m
BCS-SPL-1.5-1/ContourletToolbox/reverse2.m
BCS-SPL-1.5-1/ContourletToolbox/sefilter2.m
BCS-SPL-1.5-1/ContourletToolbox/showpdfb.m
BCS-SPL-1.5-1/ContourletToolbox/smthborder.m
BCS-SPL-1.5-1/ContourletToolbox/SNR.m
BCS-SPL-1.5-1/ContourletToolbox/vec2pdfb.m
BCS-SPL-1.5-1/ContourletToolbox/wfb2dec.m
BCS-SPL-1.5-1/ContourletToolbox/wfb2rec.m
BCS-SPL-1.5-1/ContourletToolbox/zoneplate.png
BCS-SPL-1.5-1/DCT2D_Matrix.m
BCS-SPL-1.5-1/Images/barbara.pgm
BCS-SPL-1.5-1/Images/goldhill.pgm
BCS-SPL-1.5-1/Images/lenna.pgm
BCS-SPL-1.5-1/Images/mandrill.pgm
BCS-SPL-1.5-1/Images/peppers.pgm
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/boats.mat
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/camera.mat
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/lena_gray_512.tif
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/RandomStates.mat
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1dantzig_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1decode_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1eq_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1qc_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/lena_gray_256.tif
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/At_f.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/At_fhp.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/A_f.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/A_fhp.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/LineMask.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/CVS/Entries
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/CVS/Repository
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/CVS/Root
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_minl2.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_minl2.pdf
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_recovered.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_recovered.pdf
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_signal.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_signal.pdf
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/phantom_backproj.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1ma
BCS-SPL-1.5-1/BCS_SPL_DCT_Decoder.m
BCS-SPL-1.5-1/BCS_SPL_DCT_Decoder_2.m
BCS-SPL-1.5-1/BCS_SPL_DDWT_Decoder.m
BCS-SPL-1.5-1/BCS_SPL_DDWT_Decoder_2.m
BCS-SPL-1.5-1/BCS_SPL_DWT_Decoder.m
BCS-SPL-1.5-1/BCS_SPL_Encoder.m
BCS-SPL-1.5-1/BCS_SPL_GenerateProjection.m
BCS-SPL-1.5-1/circulant.m
BCS-SPL-1.5-1/ContourletToolbox/backsamp.m
BCS-SPL-1.5-1/ContourletToolbox/barbara.png
BCS-SPL-1.5-1/ContourletToolbox/ChangeLog
BCS-SPL-1.5-1/ContourletToolbox/computescale.m
BCS-SPL-1.5-1/ContourletToolbox/Contents.m
BCS-SPL-1.5-1/ContourletToolbox/COPYING
BCS-SPL-1.5-1/ContourletToolbox/decdemo.m
BCS-SPL-1.5-1/ContourletToolbox/denoisedemo.m
BCS-SPL-1.5-1/ContourletToolbox/dfbdec.m
BCS-SPL-1.5-1/ContourletToolbox/dfbdec_l.m
BCS-SPL-1.5-1/ContourletToolbox/dfbimage.m
BCS-SPL-1.5-1/ContourletToolbox/dfbrec.m
BCS-SPL-1.5-1/ContourletToolbox/dfbrec_l.m
BCS-SPL-1.5-1/ContourletToolbox/dfilters.m
BCS-SPL-1.5-1/ContourletToolbox/dup.m
BCS-SPL-1.5-1/ContourletToolbox/efilter2.m
BCS-SPL-1.5-1/ContourletToolbox/extend2.m
BCS-SPL-1.5-1/ContourletToolbox/fbdec.m
BCS-SPL-1.5-1/ContourletToolbox/fbdec_l.m
BCS-SPL-1.5-1/ContourletToolbox/fbrec.m
BCS-SPL-1.5-1/ContourletToolbox/fbrec_l.m
BCS-SPL-1.5-1/ContourletToolbox/ffilters.m
BCS-SPL-1.5-1/ContourletToolbox/ld2quin.m
BCS-SPL-1.5-1/ContourletToolbox/ldfilter.m
BCS-SPL-1.5-1/ContourletToolbox/lpdec.m
BCS-SPL-1.5-1/ContourletToolbox/lprec.m
BCS-SPL-1.5-1/ContourletToolbox/mctrans.m
BCS-SPL-1.5-1/ContourletToolbox/modulate2.m
BCS-SPL-1.5-1/ContourletToolbox/nlademo.m
BCS-SPL-1.5-1/ContourletToolbox/nlademo2.m
BCS-SPL-1.5-1/ContourletToolbox/pdfb2vec.m
BCS-SPL-1.5-1/ContourletToolbox/pdfbdec.m
BCS-SPL-1.5-1/ContourletToolbox/pdfbrec.m
BCS-SPL-1.5-1/ContourletToolbox/pdfb_nest.m
BCS-SPL-1.5-1/ContourletToolbox/pdfb_tr.m
BCS-SPL-1.5-1/ContourletToolbox/pdown.m
BCS-SPL-1.5-1/ContourletToolbox/peppers.png
BCS-SPL-1.5-1/ContourletToolbox/pfilters.m
BCS-SPL-1.5-1/ContourletToolbox/ppdec.m
BCS-SPL-1.5-1/ContourletToolbox/pprec.m
BCS-SPL-1.5-1/ContourletToolbox/pup.m
BCS-SPL-1.5-1/ContourletToolbox/qdown.m
BCS-SPL-1.5-1/ContourletToolbox/qpdec.m
BCS-SPL-1.5-1/ContourletToolbox/qprec.m
BCS-SPL-1.5-1/ContourletToolbox/qup.m
BCS-SPL-1.5-1/ContourletToolbox/qupz.m
BCS-SPL-1.5-1/ContourletToolbox/README
BCS-SPL-1.5-1/ContourletToolbox/rebacksamp.m
BCS-SPL-1.5-1/ContourletToolbox/resamp.m
BCS-SPL-1.5-1/ContourletToolbox/resampc.c
BCS-SPL-1.5-1/ContourletToolbox/resampc.dll
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexglx
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexlx
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexmac
BCS-SPL-1.5-1/ContourletToolbox/resampc.mexsol
BCS-SPL-1.5-1/ContourletToolbox/resampz.m
BCS-SPL-1.5-1/ContourletToolbox/reverse2.m
BCS-SPL-1.5-1/ContourletToolbox/sefilter2.m
BCS-SPL-1.5-1/ContourletToolbox/showpdfb.m
BCS-SPL-1.5-1/ContourletToolbox/smthborder.m
BCS-SPL-1.5-1/ContourletToolbox/SNR.m
BCS-SPL-1.5-1/ContourletToolbox/vec2pdfb.m
BCS-SPL-1.5-1/ContourletToolbox/wfb2dec.m
BCS-SPL-1.5-1/ContourletToolbox/wfb2rec.m
BCS-SPL-1.5-1/ContourletToolbox/zoneplate.png
BCS-SPL-1.5-1/DCT2D_Matrix.m
BCS-SPL-1.5-1/Images/barbara.pgm
BCS-SPL-1.5-1/Images/goldhill.pgm
BCS-SPL-1.5-1/Images/lenna.pgm
BCS-SPL-1.5-1/Images/mandrill.pgm
BCS-SPL-1.5-1/Images/peppers.pgm
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/boats.mat
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/camera.mat
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/lena_gray_512.tif
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Data/RandomStates.mat
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1dantzig_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1decode_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1eq_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/l1qc_example.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/lena_gray_256.tif
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/At_f.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/At_fhp.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/A_f.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/A_fhp.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Measurements/LineMask.m
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/.DS_Store
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/CVS/Entries
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/CVS/Repository
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/CVS/Root
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_minl2.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_minl2.pdf
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_recovered.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_recovered.pdf
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_signal.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/l1eqexample_signal.pdf
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1magic/Notes/Figs/phantom_backproj.eps
BCS-SPL-1.5-1/l1magic-1.11 for TV/l1ma
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