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gezhongsuanfa
- 四种压缩传感的重构算法，StOMP,BP,OMP,block_omp-Four kinds of compressed sensing reconstruction algorithm, StOMP, BP, OMP, block_omp
DCT-OMP
- 压缩传感重构算法：稀疏基采用离散余弦变换的omp重构算法-Compressed sensing reconstruction algorithm: sparse basis using the discrete cosine transform reconstruction algorithm omp
compressive-sensing
- 本文章详述了压缩传感的的基础知识，对于初学者全面了解压缩传感比较有利-This article details the basics of compressed sensing, a comprehensive understanding of compressed sensing for beginners more favorable
Privacy-enabled-objection-
- 基于压缩传感技术在视频序列中追踪隐私目标，达到保护隐私的目的-Based on compressed sensing technology in a video sequence tracking privacy goals, achieve the purpose of protecting privacy
Wavelet_OMP
- 随机矩阵为小波变换的压缩传感，包含有系数采样、随机矩阵、重构算法程序-compressive sensing
KSVD
- 压缩传感中稀疏字典KSVD算法，能实现信号的稀疏表示，和图像重构-important to image
omp
- 用来压缩传感的解压方法，常用的压缩重构算法-Used to extract the compressed sensing method commonly used compression Reconstruction Algorithm
Wavelet_OMP
- 包含压缩传感的随机矩阵程序，如小波变换和高斯随机矩阵和omp重构算法-Random matrix containing the compressed sensing programs, such as wavelet transform and Gaussian random matrices and omp reconstruction algorithm
CS_OMP
- 正交匹配追踪法实现1-D信号压缩传感，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-Orthogonal Matching Pursuit
oMP
- % 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
opm
- 采用小波变换基稀疏用正交匹配追踪算法重构的压缩传感-Sparse wavelet transform based algorithm using orthogonal matching pursuit compressed sensing reconstruction
fenkuaiyasuoganzhichengxu
- 分块压缩感知程序 本程序实现图像LENA的压缩传感-Block compressed sensing program
the-signal-piex-camera-based-on-cs
- 单像素相机是基于压缩传感理论实现的，是数码相机发展的另一个革命性的方向，包括了所有单像素前沿的文献-Single-pixel camera is based on compressed sensing theory to achieve, is another revolutionary development direction of digital cameras, including the literature of all single-pixel frontier
recovery-algorithm
- 重构算法那是压缩传感理论的核心和重难点，这两包括两篇关于重构算法的硕士论文-Reconstruction algorithm that is heavy and difficult to compress the core and sensing theory, both including two master' s thesis on the reconstruction algorithm
PCD
- PCD 压缩传感使用并行坐标下降算法(冗余字典由各种小波变换和离散余弦变换被用于图像修复-PCD compressed sensing using parallel coordinates down algorithm (redundant dictionary by all sorts of wavelet transform and discrete cosine transform is used for image restoration
as
- 正弦信号传统香农采样定理与压缩传感采样的matlab仿真对比，很容易看懂的。-Traditional sinusoidal signal Shannon sampling theorem and sampling simulation matlab compressed sensing contrast, it is easy to understand.
fusion_for-CS
- 着压缩感知技术的发展,基于压缩感知的图像融合技术研究受到越来越多的重视。针对图像傅里叶变换系数特点,提出了一种双星采样模式下基于高低频重要性度量的压缩传感域图像融合算法。该算法首先通过双星采样模式获得测量值,然后计算高低频区域对应的重要性度量作为融合算子,并对测量进行加权融合,最后通过求解最小全变分优化问题重构融合图像。主客观实验结果表明,该算法优于其他基于傅里叶的方案。-With the development of compressive sensing, the compressive d
Arnold-OF
- 基于压缩传感的基础上，获得Arnold置乱加密算法,该算法具有抗攻击型，有很好的均匀分布特性。-Based on compressive sensing, Arnold encryption algorithm, this algorithm has the anti attack type, has the very good distribution.
CS_CoSaMP_recovery
- 压缩传感重构算法中的压缩采样匹配追踪算法，用于信号的重构-Compressed sensing reconstruction algorithm of compressed sample matching pursuit algorithm. It is used for signal reconstruction.
CS_SP_recovery
- 压缩传感重构算法中的子空间追踪算法，用于信号的重构-Compressed sensing reconstruction algorithm of subspace tracking algorithm, used in signal reconstruction.