Run main_msbcsspl.m in the MTLAB environment. The function of the program is to decompose and reconstruct the image sparsely. Using compressed sensing theory and wavelet analysis, the original image can be reconstructed with very few observations. Wavelet package and test image have been integrated in the package. There are no redundant files. After testing and modifying the program, it can run directly in MATLAB and get good results. The speed is very fast.

Filename	Size	Update
MSBCS\Images\baboon.bmp	786486	2007-03-21
MSBCS\Images\Barbara256.bmp	66614	2018-06-13
MSBCS\Images\lena256.bmp	66614	2006-12-03
MSBCS\Images\Mandrill256.bmp	196662	2018-05-25
MSBCS\MSBCS\BlockDWT.m	2058	2018-05-28
MSBCS\MSBCS\DDWT_Decoder.m	6580	2018-05-29
MSBCS\MSBCS\Decoder.m	3010	2018-07-10
MSBCS\MSBCS\Encoder.m	1703	2012-08-17
MSBCS\MSBCS\GenerateProjection.m	3984	2018-07-11
MSBCS\MSBCS\GetSubrates.m	1805	2012-08-17
MSBCS\MSBCS\GPSR_Encoder.m	2149	2018-05-28
MSBCS\MSBCS\GPSR_GenerateProjection.m	3746	2018-06-16
MSBCS\MSBCS\InverseBlockDWT.m	2184	2018-05-28
MSBCS\MSBCS\main_msbcsspl.m	3637	2019-02-13
MSBCS\MSBCS\PSNR.m	1329	2012-08-14
MSBCS\MSBCS\README	2733	2012-08-17
MSBCS\MSBCS\RMS.m	1312	2012-08-14
MSBCS\waveletcdf97\demo\palm.jpg	30728	2006-07-09
MSBCS\waveletcdf97\demo\waveletcdf97_demo.m	5604	2006-07-10
MSBCS\waveletcdf97\doc\waveletcdf97.html	15973	2006-07-10
MSBCS\waveletcdf97\doc\waveletcdf97_01.png	2429	2006-07-09
MSBCS\waveletcdf97\doc\waveletcdf97_02.jpg	31276	2006-07-09
MSBCS\waveletcdf97\doc\waveletcdf97_03.png	1766	2006-07-09
MSBCS\waveletcdf97\doc\waveletcdf97_04.png	2760	2006-07-09
MSBCS\waveletcdf97\test\test_main.m	3403	2006-07-10
MSBCS\waveletcdf97\waveletcdf97.m	5844	2006-07-10
MSBCS\WaveletSoftware\.DS_Store	6148	2010-02-09
MSBCS\WaveletSoftware\afb.m	886	2003-07-17
MSBCS\WaveletSoftware\afb2D.m	870	2018-05-29
MSBCS\WaveletSoftware\afb2D_A.m	988	2018-05-29
MSBCS\WaveletSoftware\afb3D.m	2569	2003-07-17
MSBCS\WaveletSoftware\AntonB.m	1690	2003-07-17
MSBCS\WaveletSoftware\barbara	262144	2003-07-17
MSBCS\WaveletSoftware\bishrink.m	362	2003-07-17
MSBCS\WaveletSoftware\boat	262144	2003-07-17
MSBCS\WaveletSoftware\cden2.m	260	2003-07-17
MSBCS\WaveletSoftware\cplxdual2D.m	1243	2003-07-17
MSBCS\WaveletSoftware\cplxdual2D_plots.m	795	2003-07-17
MSBCS\WaveletSoftware\cplxdual3D.m	1476	2003-07-17
MSBCS\WaveletSoftware\cplxdual3D_plots.m	2011	2003-07-17
MSBCS\WaveletSoftware\cshift.m	361	2003-07-17
MSBCS\WaveletSoftware\cshift2D.m	365	2003-07-17
MSBCS\WaveletSoftware\cshift3D.m	601	2003-07-17
MSBCS\WaveletSoftware\den2.m	258	2003-07-17
MSBCS\WaveletSoftware\den3.m	985	2003-07-17
MSBCS\WaveletSoftware\denC2D.m	621	2003-07-17
MSBCS\WaveletSoftware\denoising_dtdwt.m	2366	2003-07-17
MSBCS\WaveletSoftware\denoising_dwt.m	1398	2003-07-17
MSBCS\WaveletSoftware\denR2D.m	498	2003-07-17
MSBCS\WaveletSoftware\denS2D.m	376	2003-07-17
MSBCS\WaveletSoftware\dualfilt1.m	1519	2003-07-17
MSBCS\WaveletSoftware\dualtree.m	1058	2003-07-17
MSBCS\WaveletSoftware\dualtree2D.m	1283	2003-07-17
MSBCS\WaveletSoftware\dualtree2D_plots.m	468	2003-07-17
MSBCS\WaveletSoftware\dualtree3D.m	1174	2003-07-17
MSBCS\WaveletSoftware\dualtree3D_plots.m	759	2003-07-17
MSBCS\WaveletSoftware\dualtree_eg1.m	715	2010-02-09
MSBCS\WaveletSoftware\dualtree_eg1_makeFigure.m	687	2010-02-09
MSBCS\WaveletSoftware\dwt.m	704	2003-07-17
MSBCS\WaveletSoftware\dwt2D.m	628	2003-07-17
MSBCS\WaveletSoftware\dwt2D_plots.m	325	2003-07-17
MSBCS\WaveletSoftware\dwt3D.m	629	2003-07-17
MSBCS\WaveletSoftware\dwt3D_plots.m	689	2003-07-17
MSBCS\WaveletSoftware\expand.m	156	2003-07-17
MSBCS\WaveletSoftware\farras.m	959	2003-07-17
MSBCS\WaveletSoftware\figures\.DS_Store	6148	2010-02-09
MSBCS\WaveletSoftware\figures\dualtree_eg1_figure.eps	12326	2010-02-09
MSBCS\WaveletSoftware\figures\dualtree_eg1_figure.png	38496	2010-02-09
MSBCS\WaveletSoftware\FSfarras.m	1243	2003-07-17
MSBCS\WaveletSoftware\icplxdual2D.m	930	2018-05-29
MSBCS\WaveletSoftware\icplxdual3D.m	1193	2003-07-17
MSBCS\WaveletSoftware\idualtree.m	682	2003-07-17
MSBCS\WaveletSoftware\idualtree2D.m	865	2003-07-17
MSBCS\WaveletSoftware\idualtree3D.m	1000	2003-07-17
MSBCS\WaveletSoftware\idwt.m	405	2003-07-17
MSBCS\WaveletSoftware\idwt2D.m	405	2003-07-17
MSBCS\WaveletSoftware\idwt3D.m	411	2003-07-17
MSBCS\WaveletSoftware\lena	262144	2003-07-17
MSBCS\WaveletSoftware\main_dtdwt.m	514	2003-07-17
MSBCS\WaveletSoftware\main_dwt.m	532	2003-07-17
MSBCS\WaveletSoftware\normaliz_coefcalc_dual_tree.m	495	2003-07-17
MSBCS\WaveletSoftware\normcoef.m	209	2018-05-29
MSBCS\WaveletSoftware\nor_dualtree.mat	6800	2003-07-17
MSBCS\WaveletSoftware\plotwav1D.m	514	2003-07-17
MSBCS\WaveletSoftware\pm.m	135	2003-07-17
MSBCS\WaveletSoftware\pm4.m	270	2003-07-17
MSBCS\WaveletSoftware\pm4inv.m	277	2003-07-17
MSBCS\WaveletSoftware\rden2.m	263	2003-07-17
MSBCS\WaveletSoftware\sfb.m	613	2003-07-17
MSBCS\WaveletSoftware\sfb2D.m	570	2003-07-17
MSBCS\WaveletSoftware\sfb2D_A.m	514	2003-07-17
MSBCS\WaveletSoftware\sfb3D.m	1567	2003-07-17
MSBCS\WaveletSoftware\soft.m	68	2003-07-17
MSBCS\WaveletSoftware\st.tif	793510	2003-07-17
MSBCS\WaveletSoftware\symextend.m	141	2018-05-29
MSBCS\WaveletSoftware\tee.mat	1017784	2003-07-17
MSBCS\WaveletSoftware\unnormcoef.m	210	2003-07-17
MSBCS\WaveletSoftware\__MACOSX\allcode\._.DS_Store	82	2010-02-09
MSBCS\WaveletSoftware\__MACOSX\allcode\figures\._.DS_Store	82	2010-02-09
MSBCS\WaveletSoftware\__MACOSX\allcode\figures\._dualtree_eg1_figure.png	82	2010-02-09

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