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cs
- 用来解决压缩感知里求解优化问题的算法matlab代码-solves the minimization problem. min_u ||u||_1+ lambda ||a*u- f||_2^2. algorithms are based on greedy coordinate descent and the bregman iterative method. matlab 7.5 (r2007b) image processing, mathematics, optimization, res
Reordering
- 高压缩比信号的重构问题，压缩感知理论相关-Reordering for Better Compressibility Efficient
CSArcticInChinese
- 关于压缩感知理论综述性的中文期刊论文，包括理论原理与应用，以及该理论的研究现状和公开性问题等。-Review on the theory of compressed sensing of Chinese journal articles, including theoretical principles and applications, and research status of the theory and openness issues.
CH_dct_bp
- 基于压缩感知中DCT基的BP算法，用基追踪算法重构原始信号-Perception-based compression algorithm for DCT based BP, with the basis pursuit algorithm to reconstruct the original signal
A-REMARK-ON-COMPRESSED-SENSING
- 一篇关于压缩感知的经典文章，压缩感知（Compressed sensing，简称CS，也称为Compressive sampling)理论异于近代奈奎斯特采样定理，它指出：利用随机观测矩阵可以把一个稀疏或可压缩的高维信号投影到低维空间上，然后再利用这些少量的投影通过解一个优化问题就可以以高概率重构原始稀疏信号，并且证明了这样的随机投影包含了原始稀疏信号的足够信息。-A classic article on compressed sensing, compressive sensing (Comp
Image_Denoising_Global_Denoising
- 基于压缩感知的的图像去噪，用于不同维数，-image denoising based on cs
The-Modulated-Wideband-Converter-
- 基于宽带调制转换器的一种新的压缩感知技术-Matlab package that simulates sampling by the analog system. The MWC consists of an RF front-end whose intermediate nodes are non-bandlimited signals. In this setting, computing the samples that would have been obtained by the ha
fbmpCP
- 用于图像处理的压缩感知的快速贝叶斯匹配追击算法-Compressed sensing image processing for rapid Bayesian matching pursuit algorithm
SL0MatlabCodeV2
- 压缩感知中用SLO重构的典型程序,一种最近才产生的新算法，误差有所降低-Compressed sensing reconstruction using the typical procedure OMP
60327236LIDEBP
- 关于压缩感知用于探地雷达成像正演算法的matlab程序-On compressed sensing is used for ground penetrating radar imaging algorithms matlab program
SP
- 一种快速有效、性能可靠的信号重构算法是压缩感知理论的核心部分，对于 这部分内容，许多卓有成效的研究工作正在陆续展开。从压缩感知理论提出至今， 已经出现了多种稀疏信号的重构算法。重构算法主要可以归结为三大类：贪婪算 法，凸松弛算法和组合算法。这里主要是SP算法-A fast and efficient, reliable signal reconstruction algorithm is the core of compressed sensing theory, for this
Compressive-Sensing
- 压缩感知简介,包括压缩感知具体实现过程，最基本的原理说明-compressive sampling
cs_bp
- 基于压缩感知的语音信号的重构算法。使用的bp算法-Based on perception of speech signal compression algorithm of reconstruction. Using the bp algorithm
img_bp
- 图像信号的压缩感知重构算法，包含有bp,omp算法的比较程序。-Image signal compression perception reconstruction algorithm, containing the bp, omp of algorithms of comparison procedures.
CS
- 该文为压缩感知的信号重构设计了两种主要的重构算法-匹配跟踪算法、互补匹配跟踪算法，并对两种算法的特点进行了对比-In this paper, the signal is compressed sensing reconstruction of the design of two major reconstruction algorithm- matching tracking algorithm, complementary matching tracking algorithm, and th
mt_CS
- 多任务cs，压缩感知中的一种重构方法，主要用于重构-Multitasking cs
romp
- 一种压缩感知重构算法ROMP 需要已知稀疏度-A compressed sensing reconstruction algorithm ROMP needs known sparsity
cs
- 压缩感知是目前信号处理的新方法，本程序就是一个应用压缩感知的一个实例，有助于理解压缩感知。-Compressed sensing is a new method of signal processing, an application of this procedure is an example of compressed sensing to help understand the compressed sensing.
CSRec_SP
- 压缩感知中子空间匹配追踪算法，用于稀疏信号重构-Compressed sensing algorithm for subspace matching pursuit for sparse signal reconstruction
Demo_CS_BP
- 压缩感知中基追踪重构方法，用于稀疏信号的重构，本程序用于图像重构-Based tracking in compressed sensing reconstruction methods for sparse signal reconstruction, the procedure used for image reconstruction