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Untitled1
- 一维图像重构，关于压缩感知的重构算法，利用omp算法对一维图像进行重构，利用matlab软件进行仿真，比较原图与重构图的差异-One-dimensional image reconstruction, compressed sensing reconstruction algorithm, using the the omp algorithm to reconstruct the one-dimensional image using matlab software simulation to
CS_recovery_algorithms
- cosamp ，omp 算法matlab的实现,在matlab 2009b下可以正常使用-implementation of the cosamp algorithm C
OMP
- 正交匹配追踪算法的核心matlab程序代码用于对目标进行跟踪，只需把扩展名改为m就可用了-Orthogonal matching pursuit algorithm the core Matlab code used to track the target, just change the extension to m can be used
AStarOMP_MATLAB_v1.1
- 基于matlab的omp算法工具箱，可直接代入参数进行计算，速度较快-Based matlab Toolbox omp algorithm, can be directly substituted into parameters were calculated faster
software
- 用于压缩感知图像处理的matlab代码 包括CoSaMP，GBP，IHT，OMP，BP，SP等算法的代码-matlab codes for image processing applied for compressed sensing，codes including CoSaMP，GBP，OMP，BP，IHT，SP
BP-and-OMP
- BP和OMP算法的matlab程序，供参考学习。-BP and OMP algorithm matlab program for reference study.
omp
- 典型的正交匹配追踪OMP算法的matlab源程序，结构合理，简单易懂-Typical orthogonal matching pursuit OMP algorithm matlab source, reasonable structure, easy to understand
ImprovedDL
- 这是一篇SCI文章《改善字典学习：多字典更新和系数重用》里的Matlab代码，包含了OMP、Batch-OMP、CoROMP等匹配跟踪算法代码以及改进的K-SVD字典学习算法代码，是图像稀疏表示研究方向重要的源代码，有助于大家学习和改进。-This file folder reproduces the Figures for paper:"Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reus
OMP(matlab)
- 我将文件用文档形式保存了，里面的算法程序代码完全，希望可以帮到你们。-good algorthm,the result is perfect
CS--design-MATLAB
- 基于MATLAB的图像压缩感知毕业设计说明书。运用matlab软件，在离散傅里叶变换（DFT）和离散余弦变换（DCT）分块CS的基础上，采用正交匹配追踪算法（OMP）实现了对一维信号和二维图像的高概率重构。将重构结果与原始信号对比，结果表明，只要采样数M（远小于奈奎斯特定理所需要的采样率）能够包含图像所需要的有用信息时，CS算法就能精确的完成对图像的重构，并且重构效果也比较好-Compressed sensing image graduation design specification bas
OMP
- 这个算法是matlab里面压缩感知OMP算法的程序，对一个信号进行采样。-This algorithm is inside compressed sensing OMP algorithm matlab program, a signal is sampled.
OMP_lena
- 该算法用matlab编写，实现OMP算法对经典图像lena的恢复，效果较好-The algorithm using matlab realize the OMP algorithm image restoration for the classic lena
omp
- 一维OMP的matlab代码，用于说明压缩感知的原理十分好用-One dimensional OMP matlab code, used to illustrate the principle of compression perception is very good
Orthogonal-matching-pursuit
- 在matlab平台的正交匹配追踪重构算法的仿真，即OMP算法的实现，本文从一维，二维和小波域进行仿真和比较-Orthogonal matching pursuit
ompbox
- omp正交匹配追踪测试用代码，matlab环境下运行-OMP orthogonal matching tracking test code, running under the MATLAB environment
OMP
- OMP图像去噪算法matlab代码，内含图像，可直接运行-OMP image denoising algorithm matlab code, containing images, can be directly run
52157945OMP
- OMP COSAMP MP等压缩感知的算法，适合初学者研究。值得学习。(OMP,COSAMP and MP are compressive sensing algorithms, which are recommended for some learners.)
CS_Reconstruction
- 包含了OMP、SP、CoSAMP、GBP、MP、IHT、IRLS的一些例子，便于对算法理解。(It contains some examples of OMP, SP, CoSAMP, GBP, MP, IHT, IRLS, which is easy to understand the algorithm.)
CS_OMP
- 压缩传感中，OMP算法的MATLAB实现(Implementation of OMP algorithm in compression sensing)
KSVD_OMP
- 压缩感知与图像重建，详细介绍了KSVD、OMP、IRLS 、 Dantzig Selector 、MP 等算法的原理，并在MATLAB平台上编程实现。(Compressed sensing and image reconstruction, the principle of KSVD, OMP, IRLS, Dantzig Selector, MP and other algorithms are introduced in detail, and it is programmed on MAT