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压缩传感理论，用K-SVD算法训练字典，过完备字典-Compression sensing theory, SVD algorithm with K- had complete training dictionary, dictionary
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FPC算法，用于信号去噪，压缩传感。产生信号，进行PDCT后，在进行压缩传感的重构。-FPC algorithm for signal de-noising, compression sensing. Have a signal, carried out after PDCT, in Reconstruction of compressed sensing.
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本程序实现图像LENA的压缩传感
程序作者：沙威，香港大学电气电子工程学系，wsha@eee.hku.hk-The procedure of image compression sensing process by LENA: Javert, University of Hong Kong Electrical and Electronic Engineering, wsha@eee.hku.hk
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信号压缩传感的实现(正交匹配追踪法Orthogonal Matching Pursuit)-The realization of signal compression sensing
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压缩感知！本程序实现图像LENA的压缩传感。-Compressed sensing! The compression process of image LENA sensor.
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GRS上2011年一篇关于使用方向小波变换对遥感图像进行压缩的程序-In this paper, a 2-D oriented wavelet transform (OWT) is introduced for effi cient remote-sensing image compression.
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基于分块可压缩传感的图像重建，里面包括contourlet、DWT、DDWT、DCT，图像压缩传感与重建。-Based on the sub-block compressible sensing image reconstruction, which include the Contourlet DWT DDWT,, DCT image compression sensing and reconstruction.
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tutorial压缩感知代码。压缩感知，又称压缩采样，压缩传感。它作为一个新的采样理论，它通过开发信号的稀疏特性，在远小于Nyquist 采样率的条件下，用随机采样获取信号的离散样本，然后通过非线性重建算法完美的重建信号-The tutorial compression-aware code. Compressed sensing, also known as compressed sampling, compressed sensing. It as a new sampling theory
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本程序实现Lena图像的压缩传感，测量矩阵为哈达玛测量矩阵，重构算法采用OMP重构算法-This procedure Lena image compression sensing, measurement matrix is Hadamard measurement matrix, reconstruction algorithm using OMP reconstruction algorithm
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本程序实现Lena图像的压缩传感，测量矩阵采用部分正交矩阵，重构算法采用OMP重构算法-This procedure Lena image compression sensing, measurement matrix using some orthogonal matrix, reconstruction algorithm using OMP reconstruction algorithm
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压缩感知图像去噪，对原始图像加噪之后进行压缩感知图像重构，比较重构之后与原始图像。-After compressed sensing image denoising, adding noise to the original image after compression sensing image reconstruction, reconstruction and compare the original image.
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SAR图像压缩感知图像处理，用于压缩感知处理后的SAR图像进行图像重建与恢复-SAR image compression sensing image processing, image sensing processing for compressing SAR image after reconstruction and restoration
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《压缩感知及应用》代码，许多常用的学习压缩感知matlab代码-The compression perception and application code, many commonly used compression perception of learning matlab code
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对磁共振图像的压缩感知重建算法，估计出每一图像块的几何方向，根据图像块几何方向的稀疏先验信息重建出磁共振图像
-The magnetic resonance image is reconstructed according to the sparse prior information of the image block geometric direction, and the geometric direction of each image block is estimated by
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压缩感知中的一种算法，压缩采样匹配追踪(CoSaMP),可以用于数据恢复。-Compression sensing in an algorithm that compresses sample matching tracing (CoSaMP) and can be used for data recovery.
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压缩感知算法一种，正交匹配追踪(gOMP)-Compression sensing algorithm, orthogonal matching tracking (gOMP)
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压缩感知算法一种，稀疏度自适应匹配追踪(SAMP)-Compression sensing algorithm, sparse degree adaptive matching tracing (SAMP)
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压缩感知算法一种，分段正交匹配追踪(StOMP)-Compression sensing algorithm, a piecewise orthogonal matching tracing (StOMP)
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应用傅立叶变换矩阵对信号进行稀疏,经高斯随机观测矩阵观测,经正交匹配追踪算法重构.压缩感知入门程序-The Fourier transform matrix is used to spill the signal. Observed by Gaussian random observation matrix and reconstructed by orthogonal matching tracing algorithm. Compression Sensing Getting Started
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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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