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压缩感知实际案例,网络下载用来学习,现分享给大家,侵权即删。(Compressed sensing actual cases, network download for learning, now sharing to everyone, infringement is deleted.)
Update : 2024-05-02 Size : 67584 Publisher : cimmyqi

matlabcode
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压缩感知的OMP、ROMP、Cosamp和BP算法的代码及单次测试代码 ,用于学习相关基础理论知识(Compressed sensing OMP, ROMP, Cosamp and BP algorithm code and single test code, for learning related basic theoretical knowledge.)
Update : 2024-05-02 Size : 7168 Publisher : 香蕉炒栗子

基于正交匹配追踪和KSVD算法的图像修复。(Image inpainting based on OMP and KSVD algorithm)
Update : 2024-05-02 Size : 7774208 Publisher : markyT

这个文件描述了我们用来获取结果的MATLAB文件, 以及如何再现它们的说明。文件列表包括:buildDictionary.m dictionary.mat get_degrees inPainting.m OMP.m overDCTdict.m overlap_col2im.m overlap_im2col.m peel_mask.m SMP.m(This file describes matlab files that we used to obtain our results, together with instructions for how can they be reproduced.)
Update : 2024-05-02 Size : 4817920 Publisher : markyT

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omp的核心算法,初学者和引用的都可以,适合参考学习,备注都很详细(compressed sensing omp)
Update : 2024-05-02 Size : 2048 Publisher : fsdfssda

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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 proposed by D. Needell after ROMP. CoSaMP is also an improvement over OMP. Each iteration selects multiple atoms. In addition to the selection criteria for atoms, it differs from ROMP in that ROMP's already selected atoms are retained for each iteration, and CoSaMP selects each iteration. The atom may be abandoned in the next iteration.)
Update : 2024-05-02 Size : 507904 Publisher : jiaxiaoxiao

基于压缩感知的MASSIVE MIMO信道估计,采用OMP算法解决稀疏信道估计问题。MASSIVE MIMO多小区多用户模型,合成稀疏信道(有效解决导频污染)。(Based on compressed sensing for MASSIVE MIMO channel estimation, OMP algorithm is used to solve the sparse channel estimation problem. MASSIVE MIMO multi cell and multi-user model, to synthesize sparse channel (effectively solve pilot pollution).)
Update : 2024-05-02 Size : 1024 Publisher : sugar_tiger

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压缩传感中,OMP算法的MATLAB实现(Implementation of OMP algorithm in compression sensing)
Update : 2024-05-02 Size : 1024 Publisher : lulu96

压缩感知的所有重构算法,包括OMP,ROMP,SAMP,StoMP等等算法。(All reconstruction algorithms of compressed sensing include OMP, ROMP, SAMP, StoMP and so on.)
Update : 2024-05-02 Size : 2460672 Publisher : CSIT

稀疏低秩去噪的MATLAB代码,包括OMP算法与KSVD算法(Sparse low rank denoising MATLAB codes, including OMP algorithm and KSVD algorithm)
Update : 2024-05-02 Size : 37888 Publisher : anna_zhao

压缩感知一维成像,重构点目标,拥有OMP,BCS子程序(Compressed sensing one-dimensional imaging, reconstruction of point targets, with OMP, BCS subroutine)
Update : 2024-05-02 Size : 4096 Publisher : 菜菜520

基于压缩感知的MIMO信道估计算法,使用了CoSaMP算法,GBP算法,OMP算法,CE算法,还有ls信道估计算法,MMSE算法,MIMO信道模型,等很全面(Compressed sensing based MIMO channel estimation algorithm, using CoSaMP algorithm, GBP algorithm, OMP algorithm, CE algorithm, and ls channel estimation algorithm, MMSE algorithm, MIMO channel model, etc.)
Update : 2024-05-02 Size : 3072 Publisher : 沐林清风

应用DCT字典和KSVD学习字典,对图像进行简单的修复,可行性较高,速度不是很快。(Simple image restoration is feasible and not very fast.)
Update : 2024-05-02 Size : 145408 Publisher : 小月千

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OMP algorithm to implement compressive sensing algorithms
Update : 2024-05-02 Size : 70656 Publisher : Kemeng0206

毫米波MIMO系统中混合波束成形OMP算法(OMP algorithm for hybrid beamforming in millimeter-wave MIMO system)
Update : 2024-05-02 Size : 86016 Publisher : 那是松鼠吗

基于cs的sar成像仿真,包括omp、sl0、osl0、onsl0等cs算法(ISAR imaging simulation based on CS, including OMP, sl0, osl0, onsl0 and other CS algorithms)
Update : 2024-05-02 Size : 549888 Publisher : 简X单

压缩感知几种常见算法,如MP,OMP,STOMP等,应该是最全的压缩感知算法了
Update : 2020-03-09 Size : 12229 Publisher : lltian

OtherOMP
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一种基于稀疏算法的成像成像,主要是压缩感知下的稀疏成像算法(An imaging algorithm based on sparse algorithm is mainly a sparse imaging algorithm under compression perception)
Update : 2024-05-02 Size : 5120 Publisher : ff19999
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