搜索资源列表
cs.rar
- 压缩传感理论的一个简单例子，首先对信号进行稀疏采样，然后利用MP算法对信号进行重建。,Compressed sensing theory of a simple example, first of all, the signal sparse sampling, and then use MP algorithm of signal reconstruction.
fast_sc.rar
- 稀疏编码的算法，运行请阅读readme文件，很简单,Sparse coding algorithmsrun matlab and execute: "demo_fast_sc(1)": epsilon-L1 sparsity penalty "demo_fast_sc(2)": L1 sparsity penalty
k_svd
- k-svd算法m代码.用于形成冗余字典，对图像进行稀疏分解-m k-svd algorithm code used to create a redundant dictionaries, sparse decomposition of images
L1
- 目前比较流行的稀疏分解重构程序，可以用在人脸识别、字典构造等方面。-Currently popular sparse decomposition and reconstruction process, can be used in face recognition, dictionary structure and so on.
CVPR09-ScSPM
- 基于稀疏编码和线性塔式匹配的图像分类算法。-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".
NESTA_v1.0
- 一个快速而精确的一阶稀疏图像复原算法。主要应用于图像去噪声。-A fast and accurate first-order sparse image restoration algorithm. Is mainly used in the image to the noise.
signal decomposition by bp
- 基于基追踪（basis pursuit）对信号进行稀疏表示的算法-signal decomposition by basis pursuit...
Elad-ksvd-matlab-toolbox
- 稀疏表示，字典学习，KSVD算法，matlab版-Sparse representation dictionary learning, KSVD algorithm, matlab
SPAMS-matlab-svn
- 这是SPAMS的原始代码，是稀疏表示的重要工具箱~-This is SPAMS original code, is an important toolbox sparse representation
spams-matlab-v2.4-svn2014-02-18.tar
- 稀疏表示的压缩包，在一个足够大的训练样本空间内，对于一个类别的物体，可以大致的由训练样本中同类的样本子空间线性表示，因此在当该物体有整个样本空间表示时，其表示的系数是稀疏的。-Sparse representation of the package
chengxu-matlab
- 基于像素领域过完备稀疏表示，程序中有解释，很详细，课可作为参考程序-A complete sparse representation based on pixel domain, in the program are explained, very detailed, class program can be used as a reference
Matlab-Package-Book
- 稀疏表示，包括ksvd图像去噪，很好 很好 很好 很好 很好 很好 -Sparse representation, including ksvd image denoising，Good good good good good good good good good good good good good good good good good good good good good good good good
matlab-program-on-cs
- 2个压缩感知CS算法的matlab程序，包括稀疏分解等-CS 2 compressed sensing algorithm matlab procedures, including sparse decomposition
spams-matlab-v2.5-svn
- SPAMS稀疏优化工具箱,采用VC++编写，面向MATLAB版本的。-This is the source code of the software SPAMS, which needs to be compiled before begin used.
spams-matlab
- 稀疏实验，已编译为matlab程序，可以直接运行。-spams-matlab,already compiled
RSC算法仿真
- 稀疏编码经典方法RSC的matlab仿真程序，来源于大神主页(the Sparse respresentation RSC algrithom)
Matlab-Package-Book
- 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 numeric
SRC
- 这是文章《Sparse Representation For Computer Vision and Pattern Recognition》的对应的稀疏表示代码，非原创，转载而来，供大家交流学习。(This is the code of SRC algorithm,and it's reproduced from others.)
MP
- MP算法代码 作为对信号进行稀疏分解的方法之一，将信号在完备字典库上进行分解。(MP algorithm as one of the sparse decompose method ,make the single decomposed in a dictionary library)
matlab图像稀疏表示代码
- matlab图像稀疏表示的代码。比较详细。(Matlab image sparse representation of code.)