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MPPOMP
- 自己写的MP和OMP算法，用于一维信号重建，两者的测试信号相同，可用于对比，适用于初学者。-Write their own MP and OMP algorithm for one-dimensional signal reconstruction, both of the same test signal can be used for comparison, suitable for beginners.
CoSaMP_OMP
- MP和OMP，匹配追踪算法，用于图像重构。-MP and OMP, matching pursuit algorithm for image reconstruction.
3-3-1
- 基于图像的稀疏性用OMP算法对图像去噪，思路清晰，容易理解-Based on the sparsity of the image with OMP algorithm for image denoising, clear, easy to understand
RssMP
- 多种匹配追踪算法（MP/OMP/Rss MP）-A variety of matching pursuit algorithm (MP/OMP/Rss MP)
OMP_SP
- 本例程序包含OMP、SP、IRLS、CoSaMP等重构算法，比较性能优劣。-The example application consists of OMP, SP, IRLS, CoSaMP reconstruction algorithm, and compare performance advantages and disadvantages.
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
- 用matlab实现的正交匹配追踪算法。是很好的学习压缩感知入门资料。-Using matlab realize the orthogonal matching pursuit algorithm. Is a good learning compressed sensing introductory information.
DCT_Gaosi_fenkuai
- 对256*256大小的8bit灰度lena图像进行仿真 将图像分为16*16的分块进行计算 稀疏矩阵采用DCT矩阵，观测矩阵采用高斯随机矩阵，重构采用OMP算法- 256* 256 size lena image simulation 8bit grayscale image is divided into 16 * 16 calculate block sparse matrix using DCT matrix, observation matrix using Ga
DWT_hadamard
- 本程序实现Lena图像的压缩传感，测量矩阵为哈达玛测量矩阵，重构算法采用OMP重构算法-This procedure Lena image compression sensing, measurement matrix is Hadamard measurement matrix, reconstruction algorithm using OMP reconstruction algorithm
DWT_orth_eye
- 本程序实现Lena图像的压缩传感，测量矩阵采用部分正交矩阵，重构算法采用OMP重构算法-This procedure Lena image compression sensing, measurement matrix using some orthogonal matrix, reconstruction algorithm using OMP reconstruction algorithm
COSAMP
- 压缩感知中重构算法，压缩采样匹配追踪算法，它属于贪婪算法，效果相对于MP,OMP 要优越-Compressed sensing reconstruction algorithm, compressive sampling matching pursuit algorithm, it belongs to the greedy algorithm, the effect relative to the MP, OMP superior to
omp
- 压缩感知算法，正交匹配追踪算法，从收敛速度上看比传统算法优越很多，应用比较广泛。-Compressed sensing algorithm, orthogonal matching pursuit algorithm, from the point of view than the traditional algorithm convergence speed privileged lot, used widely.
Demo_CS_OMP
- 压缩感知OMP算法的matlab仿真程序-SPARSE RECONSTRUCTION
OMP
- 正交匹配追踪是压缩感知中重建算法的一种，能够以高概率重建原始信号-Image Denoising Via Learned Dictionaries and Sparse representation Image Denoising Via Learned Dictionaries and Sparse representation Image Denoising Via Learned Dictionaries and Sparse representation
CSTwodim-BPOMPStOMPalgorithm
- 该压缩包里有基于压缩感知理论的stomp、omp、和bp算法，在处理二维图像上比较有优势，可直接在matlab上运行-The bag is compressed based on compressed sensing theory stomp, omp, and bp algorithm, in dealing with a comparative advantage on the two-dimensional image can be directly run in matlab
gezhongsuanfa
- 四种压缩传感的重构算法，StOMP,BP,OMP,block_omp-Four kinds of compressed sensing reconstruction algorithm, StOMP, BP, OMP, block_omp
SolveOMP
- omp 算法 你可以通过这个算法完成图像恢复，效果好，恢复时间短，误码率低，解决凸优化算法复杂度高的缺点-omp algorithm you can accomplish by this algorithm for image restoration, good effect, shorter recovery time, error rate, to solve the shortcomings of convex optimization algorithm with high comple
main2
- omp 算法 你可以通过这个算法完成图像恢复，效果好，恢复时间短，误码率低，解决凸优化算法复杂度高的缺点-omp algorithm you can accomplish by this algorithm for image restoration, good effect, shorter recovery time, error rate, to solve the shortcomings of convex optimization algorithm with high comple
main
- omp 算法 你可以通过这个算法完成图像恢复，效果好，恢复时间短，误码率低，解决凸优化算法复杂度高的缺点convex optimization algorithm with high complexity-omp algorithm you can accomplish by this algorithm for image restoration, good effect, shorter recovery time, error rate, to solve the shortcomings
SolveBP
- omp 算法 你可以通过这个算法完成图像恢复，效果好，恢复时间短，误码率低，解决凸优化算法复杂度高的缺点-omp algorithm you can accomplish by this algorithm for image restoration, good effect, shorter recovery time, error rate, to solve the shortcomings of convex optimization algorithm with high comple