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mc-cs-pl-1.0-1.tar
- 基于运动补偿的压缩感知平滑投影算法,能较好地改善视频序列的重建质量,提高重建速度。-Motion compensation based on compressed sensing smooth projection algorithm can better improve the quality of the reconstructed video sequence to improve the reconstruction speed
codes-for-tv-denoising-and-cs
- 这是一些matlab代码,用于展示基于全变差的图像去噪和压缩传感的一些典型例子。可用于教学和算法研究。-this is a set of matlab codes of demonstrations of total-variation-based image denoising and compressed sensing
CS
- 几种图像的压缩感知代码,OMP,CoSaMP,StOMP.-Several kinds of image compression code perception,OMP,CoSaMP,StOMP.
image-CS
- 基于CS的图像压缩解压,包括CoSaMP和OMP恢复算法,离散小波变换矩阵构造,具体对图像进行压缩解压-CS-based image compression and decompression, including CoSaMP and OMP recovery algorithms, discrete wavelet transform matrix structure, specifically for image compression and decompression
elastic-network-CS
- 一种基于弹性网络的混合预测的视频压缩感知方法。-A hybrid prediction based video compression elastic network sensing methods.
CS-of-lfm-using-OMP
- 此仿真的原理基于压缩感知理论,以LFM为采集信号,测量矩阵使用的是伯努利矩阵,恢复算法采用的是OMP算法,恢复效果不错,想学习压缩感知方面知识的可以下载仿真使用! -The principle of the simulation based on compressed sensing theory, collection for LFM signal, measure matrix using Bernoulli matrix, recovery algorithm USES is OMP
Matching-track-CS
- 基于压缩传感的匹配追踪重建算法研究。给出了OMP的一种改进方案。OMP算法本身耗时过长速度过慢,本文的改 进方案将图像进行分块后再处理,从而大大降低了OMP算法每次迭代的矩阵规模。 实验结果表明,该方案在不明显降低重建效果的同时提高了运算速度。-Matching track reconstruction algorithm based on compressed sensing
CS--design-MATLAB
- 基于MATLAB的图像压缩感知毕业设计说明书。运用matlab软件,在离散傅里叶变换(DFT)和离散余弦变换(DCT)分块CS的基础上,采用正交匹配追踪算法(OMP)实现了对一维信号和二维图像的高概率重构。将重构结果与原始信号对比,结果表明,只要采样数M(远小于奈奎斯特定理所需要的采样率)能够包含图像所需要的有用信息时,CS算法就能精确的完成对图像的重构,并且重构效果也比较好-Compressed sensing image graduation design specification bas
cs
- 基于压缩感知思想的图像分块压缩与重构方法 考虑到大多数图像信号信息分布有差异, 编码端, 在对图像分块的基础上, 融合熵估计 和边缘检测方法计算各图像块的信息含量, 再从两个不同的角度进行分类采样: 依据信息量多少将图像块分为平滑、过渡和纹理3 类, 使用不同的采样率采样 依据信息量的分布特征, 采用不同的采样率分配策略进行采样. 在解码端, 根据不同类型的图像块构造不同的线性算子进行重构, 再运用改 进的迭代阈值算法去除块效应和噪声. 实验证明, 算法在提升图像重构质量的同时缩短了
cs-sarcosamp
- 改进的稀疏度自适应正则化压缩采样匹配追踪算法,在自适应的基础上运用了正则化的思想-Improved adaptive sparsity regularization compressive sampling Matching Pursuit algorithm, based on the use of adaptive regularization ideas
cs
- 香港大学电机电子工程系沙威老师的有关压缩感知的matlab程序。-the matlab codes for the compressed sensing.
cs-omp
- 关于压缩感知使用的凸优化工具包,非常实用,基于OMP的压缩感知。能够有效的压缩信息。-About compressed sensing using convex optimization toolkit, very practical, perception-based compression OMP. Can effectively compress the information.
CS-BP
- 压缩感知BP算法(basis pursuit algorithm)-basis pursuit algorithm
wsn-cs
- 此压缩包为关于压缩感知的基础程序,有助于初学者进行学习体会,内容较完整。-This archive is on the basis of compressed sensing program that helps beginners learn experience, more complete content.
cs-for-radar-echo-signals
- 介绍压缩采样技术的优点,并介绍其在雷达回波信号处理中的应用情况-Describes the advantages of compression sampling techniques, and describes its application in radar echo signal processing
cs-for-array-signal-processing
- 介绍压缩采样新技术的优点,将其应用于阵列信号的处理中-Describes the advantages of sampling new compression technologies, the treatment applied to the array signals
An_Introduction-of-cs
- 一个关于压缩采样新技术的介绍,对它的原理和具体分析过程进行了描述-About compression introduces a sampling of new technology, its principles and specific analysis procedure is described
cs-chongjiansuanfa
- 这是写的压缩感知的几种算法,包括BP,MP,OMP,ROMP几种算法,算法的恢复包括使用一维信号和lena图片,希望对你们有帮助-It is written in the compressed sensing of several algorithms, including the restoration of BP, MP, OMP, ROMP several algorithms, algorithms including the use of a one-dimensional signa
CS-OMP
- 最新理论压缩感知中的信号重构算法,能够实现OMP这种常用的重构算法-The latest theory of compressed sensing signal reconstruction algorithms to achieve this common OMP reconstruction algorithm
CS-MP
- 最新理论压缩感知中最常用的的算法MP算法,用MATLAB实现,可运行-The latest theory is the most commonly used compressed sensing algorithm MP algorithm, implemented using MATLAB, and you can run