说明：Block GISA for recovery sparsity.

说明：Block magic for recovery sparsity.

说明：利用稀疏表示的方法进行人脸识别，matlab代码。

说明：Sparco is a suite of problems for testing and benchmarking algorithms for sparse signal reconstruction. It is also an environment for creating new test problems, and a suite of standard linear operators is provided from which new problems can be assembled. Sparco is implemented entirely in Matlab and is self contained. (A few optional test problems are based on the CurveLab toolbox, which can be installed separately.)

说明：ICC V 2013上的卢湖川教授团队的一篇显著性检测的论文 salient detection via dense and sparse reconstruction

说明：Recent research has shown the speed advantage of extreme learning machine (ELM) and the accuracy advantage of sparse representation classification (SRC) in the area of image classification. Those two methods, however, have their respective drawbacks, e.g., in general, ELM is known to be less robust to noise while SRC is known to be time-consuming.

说明：gradient_QU.m For example, invoking the partial sparse-simplex method with the same setting as the last example (of the greedy sparse-simplex method) also results with the correct solution: >>[X,fun_val]=partial_sparse_simplex(@(x)f_QU(A,c,x),@(x)gradient_QU(A,c,x),... @(x,S)g_QU(A,c,x,S),p,500,[1 1 1 ones(7,1)])

说明：稀疏快速傅里叶变换，是一种利用信号频域稀疏特性，只需通过信号部分采样点就可高概率恢复信号频谱的快速傅里叶变换算法。

说明：稀疏表示的毕业参考论文，在图像去噪、图像修复、人脸识别及压缩感知等图像处理领域中的应用进行了总结.

说明：【2015】-Visual tracking using strong classifier and structural local sparse descriptors

说明：一个图像处理的MATLAB文件，方便各个阶段的人观看

说明：PD compressive sensing

说明：LC-KSVD算法代码,<<Learning A Discriminative Dictionary for Sparse Coding via Label Consistent K-SVD>>

说明：Direct methods for sparse linear systems(Tim Davis)

说明：基于稀疏表示的图形图像处理Sparse_codingsampleIMAGES

说明：使用图像的低秩约束去除图像中稀疏噪声，同时施加了噪声的稀疏约束

说明：This package contains the Matlab codes implementing the ScSPM algorithm described in CVPR 09 paper Linear Spatial Pyramid Matching using Sparse Coding for Image Classification .基于空间金字塔匹配的稀疏编码，用于图像检索，识别与分类

说明：image fusion using sparse representation

说明：sparse adaptive processing

说明：Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation Fang, Leyuan and Li, Shutao and Kang, Xudong and Benediktsson, Jon Atli Geoscience and Remote Sensing, IEEE Transactions on:2014

说明：this file contains the matlab code for channel estimation in sparse multipath propagation environment using the ls algorithm.

说明：一种贝叶斯学习算法，可以实现的广义版本SBL和集中学习稀疏

说明：COsamp is the sparse reconstruction algorithm

说明：脉冲噪声背景下的联合稀疏恢复方法， 在不同背景下给出了测试结果

说明：Algorithms for sparse approximation by implementing Orthogonal Matching Pursuit and Basis pursuit.

说明：稀疏表示经典著作 John Wright et al, Robust Face Recognition via Sparse Representation , PAMI 2009的程序

说明：Matlab code for generating sparse signal and compressing and recovering the signal using convex optimization.

说明：聚集结构压缩感知重建代码，和论文Bayesian compressive sensing for cluster structured sparse signals Signal Processing对应

说明：sparse signal domain analysis