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压缩传感理论的一个简单例子，首先对信号进行稀疏采样，然后利用MP算法对信号进行重建。,Compressed sensing theory of a simple example, first of all, the signal sparse sampling, and then use MP algorithm of signal reconstruction.
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压缩感知 重构算法. 基于最优化的方法， 实现压缩感知的图像重构-compressive sensing .Based on the optimization methods, compression perception of image .
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一个演示Compressive Sensing的Matlab程序，希望大家喜欢-Compressive Sensing a demonstration of the Matlab program, I hope you like
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一篇较好的cs入门文献，可以帮助我们轻松掌握ＣＳ的基本思想-a lecture on compressive sensing
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运用压缩感知理论来进行图像处理，恢复.恢复算法使用的是小波变换。-The recovery of image based on compressive sensing
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一种压缩感知的重构算法，恢复质量好，复杂度低-A algorithm of compressive sensing which has better reconstruction quality
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一种基于基追踪压缩感知信号重构的改进算法,有一定难度的。-Improved algorithm based basis pursuit for compressive sensing reconstruction.
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Is face recognition really a Compressive Sensing problem
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一些关于压缩传感的基础性、系统性的介绍和一些稀疏信号重构算法的介绍如FOCUSS和Greedy Algorithm,适合入门人学习的资料-Some basis and system lectures about compressive sensing also including some sparse signal reconstruction algorithm for you such as FOCUSS and Greedy MP.all the materials are fit fo
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关于图像分块压缩感知，及测量矩阵加权的三篇文章-Three articles on the image block compressed sensing, and measurement matrix weighted
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很好的图形图像处理网址，压缩感知方向的童鞋很受益-Compressive Sensing
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压缩感知的OMP算法，对lena图做的实验。实验效果良好！-OMP algorithm compressed sensing, lena Figure experiments do. Experimental effect is good!
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沙威关于压缩感知（包括多种重构算法）和小波变换的程序-compressive sensing and Wavelet and source code
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讲述压缩感知的材料以及介绍迭代阈值算法的文章- materials about compressive sensing , and introduces the iterative threshold algorithm
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压缩感知大牛陆吾生写的代码，可以直接运行，有机会可以搜一下他的视频，真的讲的好-Compressed sensing born Daniel Lu I write code that can be run directly, have the opportunity to search about his video, really good talk
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本文是关于压缩感知的综述性文章，发表于著名的《科学》杂志，文章对于压缩感知的发展给出了提纲挈领的论述。-This review article is about the compressive sensing, which is proposed on the Science periodical. It gives a brief review on the development of the compressive sensing.
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信号的压缩感知变换 其中测量矩阵为DCT矩阵-Signal compressed sensing measurement matrix for DCT matrix converters
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some matlab codes of hyperspectral compressed sensing
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一种基于压缩感知的遥感影像融合处理方法，以压缩感知理论为核心，结合小波变换的方法进行低分辨率影像的重构，最终获得融合影像。(A method of remote sensing image fusion based on compressed sensing, which takes compression sensing theory as the core, combines wavelet transform method to reconstruct low resolution ima
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两步迭代收缩阈值算法用于实现压缩感知求解。(Two-Step Iterative Shrinkage/Thresholding(TwIST), used in compressive sensing image reconstruction.)
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