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Compressive Sensing - Theory and Application
2014-08-09 上传大小:24.56MB
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A Mathematical Introduction to Compressive Sensing

A Mathematical Introduction to Compressive Sensing A Mathematical Introduction to Compressive Sensing A Mathematical Introduction to Compressive Sensing

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Compressed Sensing

压缩感知的原始文档。AS our modern technology-driven civilization acquires and exploits ever-increasing amounts of data, “everyone” now knows that most of the data we acquire “can be thrown away” with almost no perceptual loss—witness the broad success of lossy compression formats for sounds, images, and speci

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Theory and Applications of Compressive Sensing

This thesis develops algorithms and applications for compressive sensing, a topic in signal processing that allows reconstruction of a signal from a limited number of linear combinations of the signal. New algorithms are described for common remote sensing problems including superresolution and fusi

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压缩感知技术compressive sensing

压缩感知压缩感知技术compressive sensing压缩感知技术compressive sensing压缩感知技术compressive sensing压缩感知技术compressive sensing

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Optimized projection matrix for compressive sensing

这是一篇关于压缩感知测量矩阵优化的文章,是基于等角紧框架(ETF)的矩阵优化

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compressed sensing theory and applications

compressed sensing理论与应用的经典教材,高清,带目录,目前是全网最清晰的教材,欢迎下载

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A Mathematical introduction to compressive sensing

当前信号处理领域的热点之一——压缩感知的数学著作。尽管称为introduction,但还是有相当难度的。学好此书,对于发压缩感知方面的文章大有裨益。

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Bayesian Compressive Sensing Using Laplace Priors . matlab code

Bayesian Compressive Sensing Using Laplace Priors

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Optimized projection matrix for compressive sensing.pdf

该文档介绍了用于压缩感知中设计感知矩阵的方法,即最佳投影法。

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microwave scattering and emission models and their applications

Fung's 的另一本关于 scattering的书,讲解了各种rough surface的scattering models

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Algorithm for CS

Algorithm of compressive sensing

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压缩感知(Compressed Sensing, CS)matlab代码

压缩感知(Compressed Sensing, CS)matlab代码。实现多个正弦信号的随机欠采样,通过压缩感知恢复。两个m文件分别是两个算法,正交匹配追踪(OMP)算法和SPGL1算法(由E. van den Berg and M. P. Friedlander 提供)。

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Multi-Task Compressive Sensing

Multi-Task Compressive Sensing 原理与应用。

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matlab.rar

MATLAB implementation of compressive sensing example as described in R. % Baraniuk, Compressive Sensing, IEEE Signal Processing Magazine, [118], % July 2007.

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a mathematical introduction to logic

a mathematical introduction to logic cropped for kindle

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compressive sensing

通过对数据进行压缩处理,减少需要传输的数据量,同时保证信息不回丢失

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Bayesian Compressive Sensing Bayesian 压缩感知

Bayesian 压缩感知 代码 是Bayesian Compressive Sensing 论文里的代码,对于学习Bayesian Compressive Sensing 很有帮助

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Compressive Sensing

Compressive Sensing 原理和应用介绍,lecture note。

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Polarisation:Applications in Remote Sensing(2010)

一本很好的极化书,分享出来大家一起学习,请大家帮忙多刷 点积分啊。

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People Hearing Without Listening:An Introduction to Compressive Sampling

This paper surveys the theory of compressive sampling also known as compressed sensing, or CS, a novel sensing/sampling paradigm that goes against the common wisdom in data acquisition. The CS theory asserts that one can recover certain signals and images from far fewer samples or measurements than

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