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压缩感知（Compressive Sensing(CS)，或称Compressed Sensing、Compressed Sampling）。该理论指出：对可压缩的信号可通过远低于Nyquist标准的方式进行采样数据，仍能够精确地恢复出原始信号。该理论一经提出，就在信息论、信号/图像处理、医疗成像、模式识别、地质勘探、光学/雷达成像、无线通信等领域受到高度关注，并被美国科技评论评为2007年度十大科技进展。-Compressed Sensing (Compressive Sensing (CS)
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将压缩感知用于谱估计中，根据论文谱压缩感知的一些程序-Compressive sensing (CS) is a new approach to simultaneous sensing and compression of sparse
and compressible signals based on randomized dimensionality reduction. To recover a signal from its
compressive measurements,
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Compressive Sensing-Theory and Application 的最新书籍-Compressive Sensing-Theory and Application of the latest books
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新近更新的几篇中文应用类文献，有关Compressive sensing在脑电信号以及UWB中的应用，附带2D小波变换PPT.-The literature of the newly updated several Chinese language paper reference, Compressive sensing in the brain signals and UWB applications, with the 2D wavelet transform PPT.
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用于压缩感知信号重建的正则化自适应匹配追踪算法.pdf-Regularized Adaptive Matching Pursuit Algorithm for
Signal Reconstruction Based on Compressive Sensing
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基于压缩感知（compressive Sensing）理论在雷达成像上的应用的Pdf文章，对理解压缩感知的应用有重要的帮助。-The application of Compressive Sensing（CS）theory on Radar Imaging.they are helpful for the researchers in CS field.
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压缩感知和超分辨率论文，关于如何将低分辨率的图像如何重建成高分辨率图像，很有用-compressed sensing and super resolution
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基于2DPCA 和压缩感知的人脸识别方法-Face Recognition Method Based on 2DPCA and Compressive Sensing
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基于小波稀疏表示的压缩感知SAR 成像算法研究.pdf-A Compressive Sensing Imaging Approach Based on Wavelet Sparse Representation
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一种基于改进压缩感知的低信噪比ISAR高分辨成像方法.pdf-A New Method of High Resolution ISAR Imaging under Low SNR Based on Improved Compressive Sensing
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计算压缩感知的测量矩阵和稀疏基的RIP因子。-This file aims to calculate the RIP factor or the measurement matrix and sparse base in compressive sensing field.
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本程序实现图像LENA的压缩传感,包括图像的稀疏表示，图像重构等等子函数，运行效果良好-The program image LENA compressive sensing, including the sparsity of the image, image reconstruction, and so subfunction running well
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this file is a good pdf paper in compressive sensing aparse processing paper. this can be useful and has benefit to all researchers
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this file is a good pdf paper in compressive sensing aparse processing paper. this can be useful and has benefit to all researchers
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1-D信号压缩传感的实现(正交匹配追踪法)-compressive sensing ,Orthogonal Matching Pursuit
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demonstrates the compressive sensing using a sparse signal in Time domain. The signal consists of a UWB (Ultra Wide Band) pulse in time domain. The signal is sparse in Time domain and therefore K random measurements are taken in Frequency domain.
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压缩感知，对人脸进行跟踪的程序,今年欧洲图像会议的程序-Compressive Sensing，face track ,program
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CS的一些重构算法包括OMP，somp,romp,SAMP，CoSaMp，GPSR等等其中还包括了小波变换，dct变换-compressive sensing
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stanford大学开发用于解优化问题的系统模型，可用于解压缩感知恢复算法：BP、DS等-the system modeldeveloped by stanford University is used for the solution of optimization problems, such as compressive sensing recovery algorithm: BP, DS
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matlab code for image compressive sensing.
block compressive sensing is used.
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