搜索资源列表
minL1.rar
- 求解L-1范数最小,利用线性规划算法，实现压缩感知的功能,min L-1 norm
NonCvxGroupSparsity
- 压缩感知 重构算法. 基于最优化的方法， 实现压缩感知的图像重构-compressive sensing .Based on the optimization methods, compression perception of image .
CS_OMP
- 压缩感知的一个经典算法，即正交匹配追踪，在MATLAB7.0下已实现-Perception of a classical compression algorithm called orthogonal matching pursuit, had been achieved in the MATLAB7.0
Wavelet_OMP
- 压缩感知！本程序实现图像LENA的压缩传感。-Compressed sensing! The compression process of image LENA sensor.
CS-Image-Rebuild
- 关于压缩感知重构算法，基于压缩感知的图像重建的实现-Compressed sensing image reconstruction based on the realization of
CS
- 用matlab利用压缩感知CS实现对一位信号的处理~小波稀疏分解，正交追踪算法重构~1-D信号压缩传感的实现(正交匹配追踪法Orthogonal Matching Pursuit) 测量数M>=K*log(N/K),K是稀疏度,N信号长度,可以近乎完全重构-CS with matlab using compressed sensing to achieve a sparse signal processing- wavelet decomposition, the orthogona
expression-basedCs
- 利用压缩感知算法实现人表情识别，在JAFFE数据库上实现的，利用Gabor特征-expression recognition based on compressed sensing in JAFFE database with Gabor
AAFFT
- AAFFT是快速傅里叶变换的实现。 快速傅里叶变化是压缩感知的一种重要方式。-AAFFT is the realization of fast Fourier transform. The fast Fourier transform is an important way of compressed sensing.
CS
- 压缩感知的基本实现，很适合入门的学习资料。-Compressed sensing to achieve basic, very suitable for entry-learning materials.
cs
- 美国RICE大学利用压缩感知原理实现的图像压缩重构算法的仿真-RICE University of compressed sensing principle of image compression and reconstruction algorithm of the simulation
wavelet_cosamp
- 基于压缩感知的cosamp重构算法的matlab实现，可以运行，而且正确-The CoSaMP reconstruction algorithm based on compressed sensing in matlab realize, and can run correctly
CSRec_SP
- 子空间匹配追踪源代码。matlab实现的函数。是学习压缩感知的入门资料。-this is a matlab code of subspace pursuit algorithm .which is helpful to study CS.
TVAL3_v1.0
- 压缩感知重建算法,利用压缩感知理论实现用较少的采样量恢复出高分辨率的图像信息-compressive sensing reconstruction algoriyhm
SOLVE-OMP
- omp贪婪算法自编实现，压缩感知的基本知识资料，效果较好-omp greedy algorithm self realization, basic knowledge of compressed sensing data, the better
gOMP
- 广义正交压缩感知的代码，实现了压缩感知与图像的重构(Generalized orthogonal compressed sensing code, to achieve compressed sensing and image reconstruction)
watermark
- 本程序功能为实现基于压缩感知的数字图像水印算法，主要包括水印嵌入、水印提取及子程序三大部分。水印载体图像和原水印图像使用者可以自行更改。(This program functions for the realization of compression based digital image watermarking algorithm, including watermark embedding, watermark extraction and subroutines three major
混沌序列测量矩阵
- 关于混沌序列测量矩阵构造可以得到伪随机性很好的混沌序列测量矩阵，是实现压缩感知降维测量的方便工具(As for the construction of chaotic sequence measurement matrix, a chaotic sequence measurement matrix with good pseudo randomness can be obtained. It is a convenient tool for compressed sensing and dim
NLR_CS
- 该文件包含一篇基于秩极小化的压缩感知图像重建及其代码实现，该方法利用图像自身非局部相似性，构建低秩矩阵模型，实现图像重建。(This document contains a compressed sensing image reconstruction based on rank minimization and its code implementation. This method uses the non-local similarity of the image itself to co
基于非局部相似块低秩的压缩感知图像重建
- 该文件包含一篇基于秩极小化的压缩感知图像重建及其代码实现，该方法利用图像自身非局部相似性，构建低秩矩阵模型，实现图像重建。
MSBCS
- 在MTLAB环境运行main_msbcsspl.m。该程序的功能是实现图像的稀疏分解并重建图像，采用压缩感知理论，利用小波分析，在小波域分块观测，可以用很少的观测值就能重建原图像。程序包中已经整合了小波包和测试图像，没有多余文件，程序经过亲测并修改，能在MATLAB中直接运行得到很好的结果，速度非常快！(Run main_msbcsspl.m in the MTLAB environment. The function of the program is to decompose and rec