搜索资源列表
oomp
- 基于子空间匹配追踪的信号稀疏逼近的算法——硕士论文
MPTK-Windows-bin-0-5-4-beta
- 基于c语言实现了当前比较先进的算法－MP算法（匹配追踪）。
CoSaMP_singlel
- 压缩感知中的迭代恢复算法，是匹配追踪的一种变形。Cosamp稀疏恢复算法。-Iterative restoration in compressed sensing algorithm is a variant of matching pursuit. Cosamp sparse recovery algorithm.
OMP-paper
- 是一篇基于压缩感知的匹配追踪OMP重构算法的论文，详细的介绍了压缩感知及OMP算法，提出一个改进的算法。-Is a matching pursuit based on compressed sensing reconstruction algorithm OMP paper, a detailed descr iption of the compressed sensing and the OMP algorithm, proposed an improved algorithm.
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
MP
- 匹配追踪和正交匹配追踪的算法。用于时频分析算法。-mathing pursuit algorithm
imagematchingpursuitbasedonGabordictionatry
- 基于Gabor感知多成份字典，进而提出一种高效的基于匹配追踪的图像稀疏分解算法，很有参考价值！-An effective algorithm based on the matching pursuit method is posed to obtain sparse decomposition of image with Gabor dictionary!
SolveMP
- 匹配追踪MP算法，实现信号稀疏分解，运用的是投影思想-Matching up MP to achieve sparse signal decomposition
CS_OMP
- 认知无线电OMP（正交匹配追踪法）压缩恢复算法-Cognitive Radio OMP (orthogonal matching pursuit method) compression recovery algorithm
压缩感知程序
- 压缩感知中稀疏分解算法的正交匹配追踪算法OMP(An orthogonal matching pursuit algorithm for compressed sensing OMP)
SAMP
- 在压缩感知中求解稀疏度未知的改进匹配追踪算法(In the compression degree of unknown sparse perception algorithm)
omp
- 正交匹配追踪算法程序，omp,匹配最佳原子(Orthogonal matching tracking)
压缩采样匹配追踪重构算法
- 压缩感知稀疏度自适应重构算法，含有子功能程序和主程序，注意程序中数值与所选图像尺寸的匹配(Compressed sensing sparse adaptive reconstruction algorithm, contains subfunction program and main program, notice the value of the program matching the selected image size.)
39478079xsfj
- 压缩感知的正交匹配追踪算法的matlab算法的实现，这种方法比较简单易于实现(The compressed sensing orthogonal matching tracking algorithm matlab algorithm, this method is simple and easy to implement)
CasaMP
- 压缩采样匹配追踪(CompressiveSampling MP)是D. Needell继ROMP之后提出的又一个具有较大影响力的重构算法。CoSaMP也是对OMP的一种改进，每次迭代选择多个原子，除了原子的选择标准之外，它有一点不同于ROMP：ROMP每次迭代已经选择的原子会一直保留，而CoSaMP每次迭代选择的原子在下次迭代中可能会被抛弃。(CompressiveSampling MP is another influential reconstruction algorithm propos
Matlab-code-for-CS-reocvery
- 正交匹配追踪（OMP）算法属于贪婪算法。而贪婪算法是一种不追求最优解，只希望得到较为满意解的方法。贪婪法一般可以快速得到满意的解，因为它省去了为找最优解要穷尽所有可能而必须耗费的大量时间。贪婪算法常以当前情况为基础作最优选择，而不考虑各种可能的整体情况，所以贪婪算法不要回溯。(Orthogonal matching pursuit (OMP) algorithm belongs to greedy algorithm. Greedy algorithm is a method that does
压缩感知
- 本文分别以稀疏基有离散余弦变换基（DCT）和快速傅立叶变换基（FFT）做为稀疏基，高斯随机矩阵、部分哈达玛矩阵为测量矩阵，L1范数、正交匹配追踪算法（OMP）为重建算法进行压缩感知算法实现。(In this paper, DCT and FFT are used as sparse basis, Gauss random matrix and partial Hadamard matrix are used as measurement matrix, L1 norm and OMP are u
KSVD_OMP and ProximalGradientMethod
- 这是两个关于压缩感知重构的代码，KSVD（字典学习）以及OMP（正交匹配追踪），还有ProximalGradientMethod（近端梯度下降算法），希望能够对学习压缩感知的你们有所帮助。
BOMP
- 用于图像处理和信号DOA估计，是基于块稀疏的正交匹配追踪算法(This is an algorithm based on signal block sparsity, which can be used in image processing and signal DOA estimation)
CS_OMP
- 是关于压缩感知磁共振成像的正交匹配追踪算法的具体实现，用于稀疏磁共振成像，可以进行仿真实验(The code is about the realization of compressed perceptual MRI. The running environment is matlab, which is a very classic code)