资源简介
囊括了当今压缩感知领域信号(图像)稀疏表示重构的经典算法(BP,MP,OMP,StOMP,IST,PFP...),由于本人上传文件限额的限制,这里重点只给大家上传了算法的matlab版code(Solvers文件夹中)

代码片段和文件信息
% SparseLab Main Directory Version 100
%
% This is the main directory of the SparseLab package.
%
% .m files in this directory
%
% Contents.m - This file
% SparsePath.m - Sets up global variables and pathnames
%
% Subdirectories
% Documentation - System-Wide Documentation
% /About SparseLab
% /SparseLab Architecture
% Examples - Detailed examples of SparseLab finding sparse solutions
% /nnfEX - Nonnegative Factorization Example
% /reconstructionEx - Signal Reconstruction Example
% /RegEx - Regression Example
% /TFDecompEx - Time-Frequency Reconstruction Example
% Papers - scripts for reproducing figures in published articles
% /ExtCS - figures for “Extensions of Compressed Sensing“
% /HDCPNPD - figures for “High-Dimensional Centrosymmetric
% Polytopes with Neighborliness Proportional to Dimension“
% /NPSSULE - table in “Neighborly Polytopes and Sparse
% Solutions of Underdetermined Linear Equations“
% /NRPSHD - figures for “Neighborliness of
% Randomly-Projected Simplices in High Dimensions“
% /SNSULELP - figures for “Sparse Nonnegative Solutions of
% Underdetermined Linear Equations by Linear Programming“
% Solvers - Sparse solver packages
% Tests - Simple pedagogical workouts
% Utilities - General tools for developers and users
% shell_tools - Tools for use during the SparseLab build process
%
% Copyright (c) 2006. Victoria Stodden
%
%
% Part of SparseLab Version:100
% Created Tuesday March 28 2006
% This is Copyrighted Material
% For Copying permissions see COPYING.m
% Comments? e-mail sparselab@stanford.edu
%
属性 大小 日期 时间 名称
----------- --------- ---------- ----- ----
目录 0 2011-08-05 10:37 SparseLab\
目录 0 2011-08-05 10:36 SparseLab\SparseLab2.1-Core\
文件 6148 2007-08-24 19:10 SparseLab\SparseLab2.1-Core\.DS_Store
目录 0 2006-12-26 22:07 SparseLab\SparseLab2.1-Core\CompSense\
文件 243852 2006-12-26 22:07 SparseLab\SparseLab2.1-Core\CompSense\CompSense_Elad_IEEETSP.pdf
文件 551 2007-01-02 00:34 SparseLab\SparseLab2.1-Core\CompSense\CompSense_Fig2.m
文件 3914 2007-01-02 01:11 SparseLab\SparseLab2.1-Core\CompSense\CompSense_Fig3.m
文件 4056 2007-01-02 01:02 SparseLab\SparseLab2.1-Core\CompSense\CompSense_Fig4.m
文件 4056 2007-01-02 01:15 SparseLab\SparseLab2.1-Core\CompSense\CompSense_Fig5.m
文件 6925 2007-01-02 01:18 SparseLab\SparseLab2.1-Core\CompSense\CompSense_Fig6.m
文件 6791 2007-01-02 01:38 SparseLab\SparseLab2.1-Core\CompSense\CompSense_Fig7.m
文件 168 2007-03-24 15:15 SparseLab\SparseLab2.1-Core\CompSense\mulmd.m
文件 2026 2006-07-30 13:57 SparseLab\SparseLab2.1-Core\Contents.m
目录 0 2007-05-25 10:12 SparseLab\SparseLab2.1-Core\Documentation\
文件 12292 2007-08-24 18:51 SparseLab\SparseLab2.1-Core\Documentation\.DS_Store
文件 245 2006-07-30 13:58 SparseLab\SparseLab2.1-Core\Documentation\ADDINGNEWFEATURES.m
目录 0 2007-08-24 19:30 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\
文件 6148 2007-08-24 19:26 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\.DS_Store
文件 2917 2007-08-24 19:25 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\AboutSparseLab.aux
文件 55296 2007-08-24 19:25 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\AboutSparseLab.dvi
文件 7557 2007-08-24 19:25 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\AboutSparseLab.log
文件 126295 2007-08-24 19:25 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\AboutSparseLab.pdf
文件 284157 2007-08-24 19:25 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\AboutSparseLab.ps
文件 44145 2007-08-24 19:25 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\AboutSparseLab.tex
文件 2192 2007-08-24 19:25 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\AboutSparseLab.toc
文件 679 2007-03-24 15:36 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\Contents.m
文件 1119 2006-05-06 11:48 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\References.tex
文件 1628 2007-03-24 15:56 SparseLab\SparseLab2.1-Core\Documentation\AboutSparseLab\SparseMacros.tex
文件 245 2006-07-30 13:58 SparseLab\SparseLab2.1-Core\Documentation\BUGREPORT.m
文件 245 2006-07-30 13:58 SparseLab\SparseLab2.1-Core\Documentation\COPYING.m
文件 1537 2007-03-24 15:35 SparseLab\SparseLab2.1-Core\Documentation\Contents.m
............此处省略199个文件信息
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