文件名称:Matlab-Package-Book

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本书介绍了稀疏和冗余表示,内容分两部分,共十六章。第一部分是稀疏和冗余表示的理论和数值基础,系统、条理地罗列了数据模型的理论基础、相关算法的数值部分(This book introduces the sparse and redundant representation, the content is divided into two parts, a total of sixteen chapters. The first part is the theoretical and numerical foundation of sparse and redundant representation, and systematically and systematically lists the theoretical basis of the data model and the numerical value of the related algorithms)
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下载文件列表

Matlab-Package-Book

Matlab-Package-Book\BuildingImage1.png

Matlab-Package-Book\BuildingImage2.png

Matlab-Package-Book\BuildingImage3.png

Matlab-Package-Book\Chapter_01_3D_spheres.m

Matlab-Package-Book\Chapter_01_LpLq_demo.m

Matlab-Package-Book\Chapter_01_normDescroption.m

Matlab-Package-Book\Chapter_02_DesignFrame.m

Matlab-Package-Book\Chapter_02_GrassDemo.m

Matlab-Package-Book\Chapter_02_picketfence.m

Matlab-Package-Book\Chapter_03_Demo_Greedy.m

Matlab-Package-Book\Chapter_03_Demo_Relaxation.m

Matlab-Package-Book\Chapter_03_IRLS_noNoise.m

Matlab-Package-Book\Chapter_03_WeakMP_efficiency.asv

Matlab-Package-Book\Chapter_03_WeakMP_efficiency.m

Matlab-Package-Book\Chapter_04_Bounds.m

Matlab-Package-Book\Chapter_04_TwoOrthoBP_Proof.m

Matlab-Package-Book\Chapter_05_IRLS.m

Matlab-Package-Book\Chapter_05_LARS.m

Matlab-Package-Book\Chapter_05_LARS_DEMO.asv

Matlab-Package-Book\Chapter_05_LARS_DEMO.m

Matlab-Package-Book\Chapter_05_LARS_vs_OMP.m

Matlab-Package-Book\Chapter_05_No_Uniqueness_Noise_demo.m

Matlab-Package-Book\Chapter_05_TwoEps_Noise_demo.asv

Matlab-Package-Book\Chapter_05_TwoEps_Noise_demo.m

Matlab-Package-Book\Chapter_06_IS_Sanity_Check.asv

Matlab-Package-Book\Chapter_06_IS_Sanity_Check.m

Matlab-Package-Book\Chapter_06_Iterated_Shrinkage.asv

Matlab-Package-Book\Chapter_06_Iterated_Shrinkage.m

Matlab-Package-Book\Chapter_07_ShowTheGap1.asv

Matlab-Package-Book\Chapter_07_ShowTheGap1.m

Matlab-Package-Book\Chapter_07_ShowTheGap2.m

Matlab-Package-Book\Chapter_08_BP_vs_DS.m

Matlab-Package-Book\Chapter_09_TV_vs_Heaviside.m

Matlab-Package-Book\Chapter_10_Create_Atom_Examples.m

Matlab-Package-Book\Chapter_10_DataCameraman.mat

Matlab-Package-Book\Chapter_10_Deblurring.asv

Matlab-Package-Book\Chapter_10_Deblurring.m

Matlab-Package-Book\Chapter_10_Deblurring_Results.mat

Matlab-Package-Book\Chapter_10_Shrinkage_Rho.m

Matlab-Package-Book\Chapter_11_Graphs.asv

Matlab-Package-Book\Chapter_11_Graphs.m

Matlab-Package-Book\Chapter_11_RandomOMP.m

Matlab-Package-Book\Chapter_11_Synthetic.m

Matlab-Package-Book\Chapter_12_Demo1.asv

Matlab-Package-Book\Chapter_12_Demo1.m

Matlab-Package-Book\Chapter_12_Demo1.mat

Matlab-Package-Book\Chapter_12_Demo2.asv

Matlab-Package-Book\Chapter_12_Demo2.m

Matlab-Package-Book\Chapter_12_DispDict.m

Matlab-Package-Book\Chapter_12_TrainDic.m

Matlab-Package-Book\Chapter_12_TrainDic_Fast.m

Matlab-Package-Book\Chapter_13_AverageL.m

Matlab-Package-Book\Chapter_14_Global.m

Matlab-Package-Book\Chapter_14_GlobalTrainedDictionary.mat

Matlab-Package-Book\Chapter_14_Global_SURE.m

Matlab-Package-Book\Chapter_14_KSVDGlobalDenoising.asv

Matlab-Package-Book\Chapter_14_KSVDGlobalDenoising.m

Matlab-Package-Book\Chapter_14_KSVDdenoising.m

Matlab-Package-Book\Chapter_14_Local1.m

Matlab-Package-Book\Chapter_14_Local2.m

Matlab-Package-Book\Chapter_14_NLMDenoising.m

Matlab-Package-Book\Chapter_15_CoreInpainting0.m

Matlab-Package-Book\Chapter_15_CoreInpainting1.m

Matlab-Package-Book\Chapter_15_CoreInpainting2KSVD.m

Matlab-Package-Book\Chapter_15_CoreInpainting2MOD.m

Matlab-Package-Book\Chapter_15_CoreInpainting3KSVD.asv

Matlab-Package-Book\Chapter_15_CoreInpainting3KSVD.m

Matlab-Package-Book\Chapter_15_ImpulseNoiseRemoval.m

Matlab-Package-Book\Chapter_15_Local_MCA_KSVD.asv

Matlab-Package-Book\Chapter_15_Local_MCA_KSVD.m

Matlab-Package-Book\Chapter_15_ScaleUp_Main.m

Matlab-Package-Book\Chapter_15_ScaleUp_Training_and_Testing1.m

Matlab-Package-Book\Chapter_15_ScaleUp_Training_and_Testing2.m

Matlab-Package-Book\Child.png

Matlab-Package-Book\OMPerr.m

Matlab-Package-Book\RecoverImage.m

Matlab-Package-Book\Results1.mat

Matlab-Package-Book\Sparse+and+Redundant+Representations+From+Theory+to+Applications+in+Signal+and+Image+Processing.pdf

Matlab-Package-Book\TextImage1.png

Matlab-Package-Book\TextImage2.png

Matlab-Package-Book\TextImage3.png

Matlab-Package-Book\TextImage4.png

Matlab-Package-Book\barbara.png

Matlab-Package-Book\fht.m

Matlab-Package-Book\fingerprint.png

Matlab-Package-Book\ifht.m

Matlab-Package-Book\lena.png

Matlab-Package-Book\omp.m

Matlab-Package-Book\omp2.m

Matlab-Package-Book\peppers256.png

Matlab-Package-Book\private

Matlab-Package-Book\private\make.m

Matlab-Package-Book\private\myblas.c

Matlab-Package-Book\private\myblas.h

Matlab-Package-Book\private\omp2mex.c

Matlab-Package-Book\private\omp2mex.m

Matlab-Package-Book\private\omp2mex.mexw32

Matlab-Package-Book\private\ompcore.c

Matlab-Package-Book\private\ompcore.h

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