搜索资源列表
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
Demo_CS_TVqc
- 压缩感知中全变分（TV）重构算法，本程序主要用于图像重构-Total variation in the compressed sensing (TV) reconstruction algorithm, this procedure is mainly used for image reconstruction
CS_OMP(change)
- 压缩感知用于信号重构恢复的程序，包括测量矩阵的修改-Compressed sensing for signal reconstruction recovery procedures, including measurement matrix changes
MP
- 压缩感知 根据匹配追踪算法自制的代码 直接调用即可，内有中文注释- Compressive sensing， the code is made from Match pursuit algorithm
MP2
- 压缩感知， 匹配追踪， 是MP算法的另一种实现，该代码严格按照算法，运行可靠-compressive sensing match pursuit another MP algorithm .both MP and MP2 can work well
2006Compressed-Sensing
- 有关压缩感知基本过程的详细讲解，包括稀疏矩阵-Perception about the basic process of compression explain in detail, including the sparse matrix
cs-theory-and-its-progress
- 压缩感知的最新进展，该篇讲的简单易懂，适合初学者 -The latest developments in compressed sensing, the article stresses the simple to understand for beginners
CR-MATLAB
- 用于认知无线电能量检测及频谱感知的matlab程序-Used for cognitive radio energy spectrum of detection and perception of matlab
cs-matrix-of-measurement
- 文章是基于压缩感知理论的测量矩阵的研究。测量矩阵的选择是压缩感知理论的关键点，直接关系到信号重建效果的好坏！-Article is based on the theory of compressed sensing matrix measurement research. Measurement matrix of choice is the key to the theory of compressed sensing point, signal reconstruction is direc
cognitive-radio-spectrum-sensing
- 认知无线电技术和频谱感知相关matlab代码，循环检测，周期性检测等-cognitive radio，spectrum sensing， iterative detection
DictionaryLearning
- 一种基于图像训练的字典构造方法，可以用来进行压缩感知的基矩阵构造-Based on image training dictionary construction method can be used for compressed sensing-based matrix structure
MT_CS_demo
- 主要是采用贝叶斯分压缩感知算法，及相关的应用实例-BSC used in the compressed sensing
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
- 适合初学者的压缩感知的程序，简单明了，便于理解压缩感知的整个数据流程-Compressed sensing for beginners program, simple, easy to understand the whole data flow of compressed sensing
cs_research
- 简要分析了压缩感知中的几个重要定理，有一定的借鉴作用。-This paper talks about some important theories in compressive sampling.
CS_OMP
- 压缩感知方法演示，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-1-D signal is compressed sensing to achieve (orthogonal matching pursuit method Orthogonal Matching Pursuit) number of measurements M> = K* log
Wavelet_OMP 压缩感知的图像利用小波变换和正交匹配追踪算法
- Wavelet_OMP 压缩感知的图像利用小波变换和正交匹配追踪算法，用于cs理论的学习。
smoothed L0重建算法
- 用于压缩感知信号重构，采用最速下降法和梯度投影原理，逐步逼近最优解，不需要信号的稀疏度这个先验条件，对信噪比的变换不敏感，重构速度快
压缩感知MRI
- CS_MRI:压缩感知（CS）在MRI领域的应用.程序实现展示了CS在MRI的重要作用和明显效果。对于那些CS初学者有着极大的帮助。