sparse and redundant representation
所属分类:其他
开发工具:matlab
文件大小:56089KB
下载次数:101
上传日期:2017-11-20 16:37:17
上 传 者:
古月瓶
说明: 稀疏与冗余表示-理论及其在信号与图像处理中的应用一书的源代码
(Sparse and redundant representation -From theory to application in signal and image processing -- the source code of the Book)
文件列表:
Package-Book (0, 2012-01-13)
Package-Book\barbara.png (185727, 2012-01-13)
Package-Book\BuildingImage1.png (405822, 2012-01-13)
Package-Book\BuildingImage2.png (215331, 2012-01-13)
Package-Book\BuildingImage3.png (420879, 2012-01-13)
Package-Book\Chapter_01_3D_spheres.m (7575, 2012-01-13)
Package-Book\Chapter_01_LpLq_demo.m (1161, 2012-01-13)
Package-Book\Chapter_01_normDescroption.m (710, 2012-01-13)
Package-Book\Chapter_02_DesignFrame.m (1842, 2012-01-13)
Package-Book\Chapter_02_GrassDemo.m (1459, 2012-01-13)
Package-Book\Chapter_02_picketfence.m (412, 2012-01-13)
Package-Book\Chapter_03_Demo_Greedy.m (5267, 2012-01-13)
Package-Book\Chapter_03_Demo_Relaxation.m (3565, 2012-01-13)
Package-Book\Chapter_03_IRLS_noNoise.m (1239, 2012-01-13)
Package-Book\Chapter_03_WeakMP_efficiency.asv (1131, 2012-01-13)
Package-Book\Chapter_03_WeakMP_efficiency.m (1584, 2012-01-13)
Package-Book\Chapter_04_Bounds.m (1277, 2012-01-13)
Package-Book\Chapter_04_TwoOrthoBP_Proof.m (495, 2012-01-13)
Package-Book\Chapter_05_IRLS.m (3791, 2012-01-13)
Package-Book\Chapter_05_LARS.m (6931, 2012-01-13)
Package-Book\Chapter_05_LARS_DEMO.asv (1699, 2012-01-13)
Package-Book\Chapter_05_LARS_DEMO.m (1825, 2012-01-13)
Package-Book\Chapter_05_LARS_vs_OMP.m (3665, 2012-01-13)
Package-Book\Chapter_05_No_Uniqueness_Noise_demo.m (3224, 2012-01-13)
Package-Book\Chapter_05_TwoEps_Noise_demo.asv (1500, 2012-01-13)
Package-Book\Chapter_05_TwoEps_Noise_demo.m (1855, 2012-01-13)
Package-Book\Chapter_06_IS_Sanity_Check.asv (1074, 2012-01-13)
Package-Book\Chapter_06_IS_Sanity_Check.m (1132, 2012-01-13)
Package-Book\Chapter_06_Iterated_Shrinkage.asv (14655, 2012-01-13)
Package-Book\Chapter_06_Iterated_Shrinkage.m (14787, 2012-01-13)
Package-Book\Chapter_07_ShowTheGap1.asv (2528, 2012-01-13)
Package-Book\Chapter_07_ShowTheGap1.m (2568, 2012-01-13)
Package-Book\Chapter_07_ShowTheGap2.m (6484, 2012-01-13)
Package-Book\Chapter_08_BP_vs_DS.m (7528, 2012-01-13)
Package-Book\Chapter_09_TV_vs_Heaviside.m (586, 2012-01-13)
Package-Book\Chapter_10_Create_Atom_Examples.m (1603, 2012-01-13)
Package-Book\Chapter_10_DataCameraman.mat (122522, 2012-01-13)
Package-Book\Chapter_10_Deblurring.asv (15602, 2012-01-13)
Package-Book\Chapter_10_Deblurring.m (15610, 2012-01-13)
Package-Book\Chapter_10_Deblurring_Results.mat (54754810, 2012-01-13)
... ...
Welcome!
The Matlab package you have downloaded was built to
reproduce most* of the figures in the book
Sparse and Redundant Representations: From Theory to
Applications in Signal and Image Processing
Written by Michael Elad (Technion, Israel), and published
by Springer in September 2010.
The various functions are organized by the chapter they
cover, and each file states clearly which figure(s) it
generates.
In writing the code, the main emphasis was put on clarity
and readability of the code, and less on its efficiency.
In certain cases, the user is encouraged and instructed
how to modify the code to speed-up the algorithms. This
is esspecially true for the dictionary larning parts.
I hope you will benefit from this code. If you find an error,
you are most welcome to contact me and tell me about it.
Please write to elad@cs.technion.ac.il .
One last comment: This code is shared freely from my webpage,
and it comes with no warranty what so ever.
Enjoy,
Miki Elad
The CS Department
The Technion, Israel
* Why most? Because some figures are taken from other works,
and some figures are part of industrial projects where we
have no permission to share the code.
近期下载者:
相关文件:
收藏者: