搜索资源列表
CS
- 压缩传感omp算法代码，附带一个测试的程序。便于理解。-Omp compressed sensing algorithm code, with a test program. 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)
CS-BP
- 压缩感知重构经典算法-BP算法，试用效果不错相对于OMP好很多，但重构时间较长-compressed sensing；BP algorithm；compressive sensing
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.
OMP
- Channel estimation for a MIMO-OFDM system for AWGN channel estimation technique Cyclic prefix length
CSWavelet_OMP
- 利用压缩感知的正交匹配追踪算法，即OMP算法实现压缩感知稀疏信号重构，效果较好。-use OMP to reproduce signal
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.
CoSAMP
- 压缩感知中的压缩采样匹配追踪算法.该算法是对OMP算法的改进，运行速度快，重建质量好-Compressed sensing compressive sampling matching pursuit algorithm This algorithm is OMP algorithm, running speed, good quality reconstruction
OOMP
- OOMP算法是压缩传感的一种算法，其对OMP算法进行改进，提高了正确率。-OOMP Compressed sensing algorithm is an algorithm to improve its OMP algorithm to improve the accuracy.
BOOMP
- BOOMP算法，近来热门压缩解压技术——压缩传感的实现算法。次方法是对OMP算法的进一步改进，使压缩传感高效而且快速。-BOOMP algorithm, recently popular compression decompression technology- Compressed sensing algorithm. OMP algorithm second method is to further improve the compression efficiency and fast se
Demo_CS_OMP
- 压缩感知OMP算法的matlab仿真程序-SPARSE RECONSTRUCTION
Demo_Greedy
- In this program we demonstrate the MP, OMP, WMP, and Thresh algorithm, by running them on a set of test signals and checking wether they provide the desired outcome-In this program we demonstrate the MP, OMP, WMP, and Thresh algorithm, by running th
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