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陆吾生教授是加拿大维多利亚大学电气与计算机工程系的教授。此课件为其在国内大学短期精品课程的课件。包含最优化问题求解，压缩感知方法及其在稀疏信号和图像处理中的应用（压缩、重构、降噪等）。-Professor Lu Wusheng University of Victoria, Canada Professor of Electrical and Computer Engineering. The courseware for the University in the domestic short
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一篇将分布式视频压缩和压缩感知联系起来的文章-One will be distributed video compression and compressed sensing article link
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运用压缩感知的原理对图片进行处理 并通过正交匹配追踪法进行图像的重构-compressed sensing for colour image and the reconstruction by OMP
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压缩感知经典论文 compressive sensing-Compressed sensing classic essay compressive sensing
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compressive sensing Donoho 压缩感知 压缩传感。
是Donoho等人证明了压缩感知的可行性-compressive sensing Donoho compressed sensing compressed sensing. Donoho, who is the proves the feasibility of compressed sensing
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一篇关于压缩感知的经典文章，压缩感知（Compressed sensing，简称CS，也称为Compressive sampling)理论异于近代奈奎斯特采样定理，它指出：利用随机观测矩阵可以把一个稀疏或可压缩的高维信号投影到低维空间上，然后再利用这些少量的投影通过解一个优化问题就可以以高概率重构原始稀疏信号，并且证明了这样的随机投影包含了原始稀疏信号的足够信息。-A classic article on compressed sensing, compressive sensing (Comp
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有关压缩感知基本过程的详细讲解，包括稀疏矩阵-Perception about the basic process of compression explain in detail, including the sparse matrix
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3篇最近关于压缩感知文献，对于初学者有非常大的帮助。-Three most recent literature on compressed sensing, for beginners a very big help.
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关于压缩感知领域研究相对较少，但是提供的这几个材料对这方面有很详细的论述，拿出来与大家共享-Compressed sensing research in the field is relatively small, but provided few materials discussed in detail in this regard, come up with to share with you
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压缩传感MATLAB实例
非常直观而且实用-Example of Compressed Sensing on MATLAB
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该文章利用压缩感知技术降低无线体域网的能量消耗，很新的一篇文章，很好的一个研究启示。-Low power consumption is a critical challenging problem for BAN, while there is great potential for compressed sensing in decreasing transmission data.
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本文章详述了压缩传感的的基础知识，对于初学者全面了解压缩传感比较有利-This article details the basics of compressed sensing, a comprehensive understanding of compressed sensing for beginners more favorable
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香港大学沙威教授编写的压缩感知omp算法，matlab-compressed sensing omp
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压缩感知简介与理论框架，发展前景以及目前存在的问题-Compressed Sensing Introduction and theoretical framework, prospects and existing problems
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压缩感知综述，初学者可以从中了解，实验室报告用的-The report on compressed sensing, beginners can learn about it
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压缩感知：理论与应用，原文是英文，内附原文，学习压缩感知可供参考-Compressed Sensing: Theory and Applications，The original is in English, containing the original text, learning compressive sensing for reference
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在对能量收集传感网中的压缩感知技术的学习研究过程中，探讨了满足RIP下，所需的测量数m；允许MSE下，可实现的系统延迟；利用LDT，分析SNR不均匀性对k限制特征值的影响。-For energy harvesting sensor networks in the compressed sensing technology learning research, discusses meet the RIP, the required number of measurements m allow
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压缩感知理论的综述文章，作者清华大学戴海琼，深入浅出，适合初学者。-Research on Compressed Sensing
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Compressed sensing on the classic MP matching tracking algorithm that can run, useful
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Compressed Sensing of EEG
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