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压缩感知的程序参考
- 压缩感知的程序参考
DCVS2009_Kang
- 基于Matlab的压缩感知视频编码程序。DCVS的最新理论算法程序。稀疏矩阵采用BWHT(沃尔什-哈达玛矩阵)，重构算法用GPSR。-Matlab-based video compression perceptual coding process. DCVS the latest theoretical algorithm program. Sparse matrix with BWHT (Walsh- Hadamard matrix), reconstruction algorithm wit
dct_cs
- 采用BP算法来实现压缩感知的信号重构示例。BP算法由线性规划来实现，稀疏基为DCT基，信号为语音信号-an example of using BP algorithm for signal reconstruction in compressed sensing. BP algorithm is implemented by linear programming, sparse basis is the DCT basis, the signal used is speech
BCS_MP
- 压缩感知的仿真程序，此程序使用OMP算法，实现对一维输入信号的重构-This package includes 2 folders. Folder mp contains mp algorithmn and Folder omp contains omp algorithmn 。
BCS_
- 贝叶斯压缩感知的仿真程序，此程序使用LAPLACE先验，-This is a simple example to test the fast Laplace algorithm from the following paper: S. D. Babacan, R. Molina, A. K. Katsaggelos. bayesian Compressive Sensing using Laplace Priors
CS_MP
- MP重构算法程序！可以直接运行！而且有十分清晰的注释！适合刚接触压缩感知重构算法初学者使用-compressed sensing reconstruction matching puristi
Wavelet_OMPfunc
- 压缩感知的典型程序仿真，稀疏基为小波基，重构算法为OMP算法。-Perception of typical compression process simulation, sparse basis for the wavelet, reconstruction algorithm for the OMP algorithm.
mpfftimage
- MP算法的压缩感知恢复程序-MP compressed sensing
Measurements
- 压缩感知中一种测量方法。介绍如何构造测量矩阵。-Compression in a perceptual measurement method. Introduce how to construct measurement matrix.
CS_OMP
- CS压缩感知中的 匹配追踪算法 完成图像的重构，没有经过优化的程序-CS compressed sensing of the matching pursuit algorithm to complete the image reconstruction, the procedure has not been optimized
BayesianCompressiveSensing
- 压缩感知文献及相应的程序-Compressed sensing literature and the corresponding program
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
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.
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
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
分块压缩感知程序
- 分块压缩感知程序，适用于压缩感知的初学者使用。
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。