实现图像的稀疏分解并重建图像我要分享

Sparse decomposition and image reconstruction are realized

图像分块压缩感知稀疏分解和重建 msbcsspl 小波稀疏分解 小波重建 压缩感知稀疏

关注次数: 383

下载次数: 2

文件大小: 2541KB

代码分类: 图像处理

开发平台: matlab

下载需要积分: 1积分

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代码描述

中文说明:

在MTLAB环境运行main_msbcsspl.m。该程序的功能是实现图像的稀疏分解并重建图像,采用压缩感知理论,利用小波分析,在小波域分块观测,可以用很少的观测值就能重建原图像。程序包中已经整合了小波包和测试图像,没有多余文件,程序经过亲测并修改,能在MATLAB中直接运行得到很好的结果,速度非常快!


English Description:

Running main in MTLAB environment_ msbcsspl.m。 The function of the program is to realize the sparse decomposition of the image and reconstruct the image. Using compressed sensing theory and wavelet analysis, the original image can be reconstructed with few observations. Package has been integrated with the wavelet packet and test image, no redundant files, the program after pro test and modification, can run directly in MATLAB, get good results, very fast!


代码预览

MSBCS\Images\baboon.bmp

MSBCS\Images\Barbara256.bmp

MSBCS\Images\lena256.bmp

MSBCS\Images\Mandrill256.bmp

MSBCS\MSBCS\BlockDWT.m

MSBCS\MSBCS\DDWT_Decoder.m

MSBCS\MSBCS\Decoder.m

MSBCS\MSBCS\Encoder.m

MSBCS\MSBCS\GenerateProjection.m

MSBCS\MSBCS\GetSubrates.m

MSBCS\MSBCS\GPSR_Encoder.m

MSBCS\MSBCS\GPSR_GenerateProjection.m

MSBCS\MSBCS\InverseBlockDWT.m

MSBCS\MSBCS\main_msbcsspl.m

MSBCS\MSBCS\PSNR.m

MSBCS\MSBCS\README

MSBCS\MSBCS\RMS.m

MSBCS\waveletcdf97\demo\palm.jpg

MSBCS\waveletcdf97\demo\waveletcdf97_demo.m

MSBCS\waveletcdf97\doc\waveletcdf97.html

MSBCS\waveletcdf97\doc\waveletcdf97_01.png

MSBCS\waveletcdf97\doc\waveletcdf97_02.jpg

MSBCS\waveletcdf97\doc\waveletcdf97_03.png

MSBCS\waveletcdf97\doc\waveletcdf97_04.png

MSBCS\waveletcdf97\test\test_main.m

MSBCS\waveletcdf97\waveletcdf97.m

MSBCS\WaveletSoftware\.DS_Store

MSBCS\WaveletSoftware\afb.m

MSBCS\WaveletSoftware\afb2D.m

MSBCS\WaveletSoftware\afb2D_A.m

MSBCS\WaveletSoftware\afb3D.m

MSBCS\WaveletSoftware\AntonB.m

MSBCS\WaveletSoftware\barbara

MSBCS\WaveletSoftware\bishrink.m

MSBCS\WaveletSoftware\boat

MSBCS\WaveletSoftware\cden2.m

MSBCS\WaveletSoftware\cplxdual2D.m

MSBCS\WaveletSoftware\cplxdual2D_plots.m

MSBCS\WaveletSoftware\cplxdual3D.m

MSBCS\WaveletSoftware\cplxdual3D_plots.m

MSBCS\WaveletSoftware\cshift.m

MSBCS\WaveletSoftware\cshift2D.m

MSBCS\WaveletSoftware\cshift3D.m

MSBCS\WaveletSoftware\den2.m

MSBCS\WaveletSoftware\den3.m

MSBCS\WaveletSoftware\denC2D.m

MSBCS\WaveletSoftware\denoising_dtdwt.m

MSBCS\WaveletSoftware\denoising_dwt.m

MSBCS\WaveletSoftware\denR2D.m

MSBCS\WaveletSoftware\denS2D.m

MSBCS\WaveletSoftware\dualfilt1.m

MSBCS\WaveletSoftware\dualtree.m

MSBCS\WaveletSoftware\dualtree2D.m

MSBCS\WaveletSoftware\dualtree2D_plots.m

MSBCS\WaveletSoftware\dualtree3D.m

MSBCS\WaveletSoftware\dualtree3D_plots.m

MSBCS\WaveletSoftware\dualtree_eg1.m

MSBCS\WaveletSoftware\dualtree_eg1_makeFigure.m

MSBCS\WaveletSoftware\dwt.m

MSBCS\WaveletSoftware\dwt2D.m

MSBCS\WaveletSoftware\dwt2D_plots.m

MSBCS\WaveletSoftware\dwt3D.m

MSBCS\WaveletSoftware\dwt3D_plots.m

MSBCS\WaveletSoftware\expand.m

MSBCS\WaveletSoftware\farras.m

MSBCS\WaveletSoftware\figures\.DS_Store

MSBCS\WaveletSoftware\figures\dualtree_eg1_figure.eps

MSBCS\WaveletSoftware\figures\dualtree_eg1_figure.png

MSBCS\WaveletSoftware\FSfarras.m

MSBCS\WaveletSoftware\icplxdual2D.m

MSBCS\WaveletSoftware\icplxdual3D.m

MSBCS\WaveletSoftware\idualtree.m

MSBCS\WaveletSoftware\idualtree2D.m

MSBCS\WaveletSoftware\idualtree3D.m

MSBCS\WaveletSoftware\idwt.m

MSBCS\WaveletSoftware\idwt2D.m

MSBCS\WaveletSoftware\idwt3D.m

MSBCS\WaveletSoftware\lena

MSBCS\WaveletSoftware\main_dtdwt.m

MSBCS\WaveletSoftware\main_dwt.m

MSBCS\WaveletSoftware\normaliz_coefcalc_dual_tree.m

MSBCS\WaveletSoftware\normcoef.m

MSBCS\WaveletSoftware\nor_dualtree.mat

MSBCS\WaveletSoftware\plotwav1D.m

MSBCS\WaveletSoftware\pm.m

MSBCS\WaveletSoftware\pm4.m

MSBCS\WaveletSoftware\pm4inv.m

MSBCS\WaveletSoftware\rden2.m

MSBCS\WaveletSoftware\sfb.m

MSBCS\WaveletSoftware\sfb2D.m

MSBCS\WaveletSoftware\sfb2D_A.m

MSBCS\WaveletSoftware\sfb3D.m

MSBCS\WaveletSoftware\soft.m

MSBCS\WaveletSoftware\st.tif

MSBCS\WaveletSoftware\symextend.m

MSBCS\WaveletSoftware\tee.mat

MSBCS\WaveletSoftware\unnormcoef.m

MSBCS\WaveletSoftware\__MACOSX\allcode\._.DS_Store

MSBCS\WaveletSoftware\__MACOSX\allcode\figures\._.DS_Store

MSBCS\WaveletSoftware\__MACOSX\allcode\figures\._dualtree_eg1_figure.png

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