Sparse and Redundant Representations: From Theory to Appliations in Signal and Image Processing(MATLAB Package)

【实例简介】
Sparse and Redundant Representations: From Theory to Appliations in Signal and Image Processing 's matlab source code
【实例截图】
【核心代码】
文件清单
├── barbara.png
├── BuildingImage1.png
├── BuildingImage2.png
├── BuildingImage3.png
├── Chapter_01_3D_spheres.m
├── Chapter_01_LpLq_demo.m
├── Chapter_01_normDescroption.m
├── Chapter_02_DesignFrame.m
├── Chapter_02_GrassDemo.m
├── Chapter_02_picketfence.m
├── Chapter_03_Demo_Greedy.m
├── Chapter_03_Demo_Relaxation.m
├── Chapter_03_IRLS_noNoise.m
├── Chapter_03_WeakMP_efficiency.asv
├── Chapter_03_WeakMP_efficiency.m
├── Chapter_04_Bounds.m
├── Chapter_04_TwoOrthoBP_Proof.m
├── Chapter_05_IRLS.m
├── Chapter_05_LARS_DEMO.asv
├── Chapter_05_LARS_DEMO.m
├── Chapter_05_LARS.m
├── Chapter_05_LARS_vs_OMP.m
├── Chapter_05_No_Uniqueness_Noise_demo.m
├── Chapter_05_TwoEps_Noise_demo.asv
├── Chapter_05_TwoEps_Noise_demo.m
├── Chapter_06_IS_Sanity_Check.asv
├── Chapter_06_IS_Sanity_Check.m
├── Chapter_06_Iterated_Shrinkage.asv
├── Chapter_06_Iterated_Shrinkage.m
├── Chapter_07_ShowTheGap1.asv
├── Chapter_07_ShowTheGap1.m
├── Chapter_07_ShowTheGap2.m
├── Chapter_08_BP_vs_DS.m
├── Chapter_09_TV_vs_Heaviside.m
├── Chapter_10_Create_Atom_Examples.m
├── Chapter_10_DataCameraman.mat
├── Chapter_10_Deblurring.asv
├── Chapter_10_Deblurring.m
├── Chapter_10_Shrinkage_Rho.m
├── Chapter_11_Graphs.asv
├── Chapter_11_Graphs.m
├── Chapter_11_RandomOMP.m
├── Chapter_11_Synthetic.m
├── Chapter_12_Demo1.asv
├── Chapter_12_Demo1.m
├── Chapter_12_Demo1.mat
├── Chapter_12_Demo2.asv
├── Chapter_12_Demo2.m
├── Chapter_12_DispDict.m
├── Chapter_12_TrainDic_Fast.m
├── Chapter_12_TrainDic.m
├── Chapter_13_AverageL.m
├── Chapter_14_Global.m
├── Chapter_14_Global_SURE.m
├── Chapter_14_GlobalTrainedDictionary.mat
├── Chapter_14_KSVDdenoising.asv
├── Chapter_14_KSVDdenoising.m
├── Chapter_14_KSVDGlobalDenoising.asv
├── Chapter_14_KSVDGlobalDenoising.m
├── Chapter_14_Local1.m
├── Chapter_14_Local2.m
├── Chapter_14_NLMDenoising.m
├── Chapter_15_CoreInpainting0.m
├── Chapter_15_CoreInpainting1.m
├── Chapter_15_CoreInpainting2KSVD.m
├── Chapter_15_CoreInpainting2MOD.m
├── Chapter_15_CoreInpainting3KSVD.asv
├── Chapter_15_CoreInpainting3KSVD.m
├── Chapter_15_ImpulseNoiseRemoval.m
├── Chapter_15_Local_MCA_KSVD.asv
├── Chapter_15_Local_MCA_KSVD.m
├── Chapter_15_ScaleUp_Main.m
├── Chapter_15_ScaleUp_Training_and_Testing1.m
├── Chapter_15_ScaleUp_Training_and_Testing2.m
├── Child.png
├── fht.m
├── fingerprint.png
├── ifht.m
├── lena.png
├── omp2.m
├── omp.m
├── peppers256.png
├── private
│   ├── make.m
│   ├── myblas.c
│   ├── myblas.h
│   ├── omp2mex.c
│   ├── omp2mex.m
│   ├── omp2mex.mexw32
│   ├── ompcore.c
│   ├── ompcore.h
│   ├── ompmex.c
│   ├── ompmex.m
│   ├── ompmex.mexw32
│   ├── ompprof.c
│   ├── ompprof.h
│   ├── omputils.c
│   ├── omputils.h
│   └── printf.m
├── rate_distortion_DB.fig
├── rate_distortion.fig
├── readme.txt
├── redundancy.fig
├── Results1.mat
├── temp.mat
├── TextImage1.png
├── TextImage2.png
├── TextImage3.png
└── TextImage4.png

1 directory, 108 files