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bcs_vb.zip
- 一个基础贝叶斯变换的压缩感知，包含一个源代码和一个一维信号处理的例子和两个二维图像的例子,The basic BCS implemented via a variational Bayesian approach. The package includes the core VB-BCS code, one example of a 1-dimensional signal and two examples of 2-dimensional images.
IQmath_C64x2.1.3-Setup
- TI davinci的数学函数库。送给需要的朋友。希望有用。-ti c6000 math functions lib
least-aquare
- 最小二乘算法，此算法对于压缩感知的OMP算法很有帮助-the least-square algorithm,this is helpful for OMP for compressed sensing.
Linearized-Bregman
- linearized bregman 用于压缩感知中的稀疏信号恢复-linearized bregman
noisynoncvx
- 不等式优化，可用于压缩感知，解决形如 min ||x||_p subject to ||y-Ax||_q<e的问题-optimization of the form min ||x||_p subject to ||y-Ax||_q<e
CS-recovery-based-on-bayes
- 基于贝叶斯假设的压缩感知重构算法，介绍了算法迭代流程，并与OMP ROMP STOMP算法做了比较-Bayesian Hypothesis Testing Based Recovery for Compressed Sensing
cs_code
- 常见压缩感知算法汇总，L1,OMP,GP-Common used compressed sensing algorithm summary, L1, OMP, GP
SignalRecovery
- 压缩感知的信号恢复算法集合，包括ISD_v1.1，l1magic-1.1和sparsify_0_5-Compressed sensing signal recovery algorithms collections, including ISD_v1.1, l1magic-1.1 and sparsify_0_5
DWT
- 压缩感知C实现，有实例（但是只有实现部分，并没有训练字典部分）-COMPRESS SENSING PROGRAM (C)
FastLaplace
- 利用拉普拉斯先验的压缩感知稀疏重构的贝叶斯方法，具有较好的计算精度-Bayesian compressive sensing using laplace priors，with high accuracy
NSL0
- 基于光滑l0范数和修正牛顿法的压缩感知重建算法，算法简单有效，具有较好的计算精度-Compressed sensing reconstruction algorithm of smooth l0 norm and correction based on Newton method
TVAL3_beta2.4
- 基于离散梯度的二维图像压缩感知重构算法，含使用说明和示例，计算效率高-The two-dimensional image of the discrete gradient algorithm based on compressed sensing reconstruction, with high calculation efficiency
SpaRSA
- SpaRSA算法作为解决凸优化问题的重要方法，在压缩感知等领域具有重要应用，这篇文章是SpaRSA算法的原始文章，学习这篇文章就可以进行SpaRSA算法程序的编写了。-SpaRSA algorithm to solve convex optimization problems as an important method in the field of compressed sensing and other important applications, this article is Spa
MP
- 基于压缩感知理论的匹配正交（mp)算法的MATLAB程序-Based on the theory of compressed sensing matching orthogonal (mp) algorithm in MATLAB
OMP
- 压缩感知理论中正交匹配追踪(OMP)算法的程序-Compressed sensing theory, orthogonal matching pursuit (OMP) algorithm program
TFOCS-1.3.1
- 用tfocs 解决压缩感知问题,解决压缩感知问题-using tfocs to solve l1-norm regulrization
Compressive-Sense
- 介绍压缩感知技术的实现算法，压缩感知技术用于表示信息-introduce the algorithm of the Compressive sense, which is used to express the information
CS_OMP
- 压缩感知重构算法中经典的一种重构算法，OMP函数算法。用迭代求最优的方法来重构原信号。-Classic Compressed sensing reconstruction algorithm , OMP function algorithm
压缩感知重构算法之SP算法python实现
- 压缩感知Sp算法，python实现，图像处理方向的，可以改变为信号处理，可以极好的重构出原图像。(Compressed sensing Sp algorithm, python implementation)
压缩感知贪婪算法
- 压缩感知贪婪算法包含众多算法，包括常见的OMP，CosAMp，SP等全部都有