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附件代码为正交匹配追踪的源程序,用matlab编写,程序简单实用。-Annex code orthogonal matching pursuit of the source, written with matlab, the program is simple and practical.
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CS压缩感知中的 匹配追踪算法 完成图像的重构,没有经过优化的程序-CS compressed sensing of the matching pursuit algorithm to complete the image reconstruction, the procedure has not been optimized
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基于压缩传感CS的经典重构算法:正交匹配追踪OMP,能很好的重构稀疏信号。-Compressed sensing based on the classic CS reconstruction algorithms: orthogonal matching pursuit OMP, the reconstruction of sparse signals is well
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翻译以下任意网站El Confidencial-西班牙语Nord-Cine
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一个简单的运用正交匹配追踪算法(OMP)的程序,与Signal Recovery From Random Measurments Via Orthogonal Matching Pursuit中描述的OMP算法一致,可以使刚开始接触压缩传感(CS)的同学更快的入门,了解OMP算法-A simple algorithm using orthogonal matching pursuit (OMP) of the program, and Signal Recovery From Random Me
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用matlab利用压缩感知CS实现对一位信号的处理~小波稀疏分解,正交追踪算法重构~1-D信号压缩传感的实现(正交匹配追踪法Orthogonal Matching Pursuit)
测量数M>=K*log(N/K),K是稀疏度,N信号长度,可以近乎完全重构-CS with matlab using compressed sensing to achieve a sparse signal processing- wavelet decomposition, the orthogona
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利用压缩感知对图像进行处理
先用小波变换生成矩阵,再利用正交匹配追踪算法,在对图像进行稀疏处理后进行正交匹配追踪
-Orthogonal matching pursuit algorithm for image processing
First generated using wavelet transform matrix orthogonal matching pursuit, sparse processing image
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正交匹配追踪,信号压缩传感的实现,可近似完全重构-Orthogonal matching pursuit
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CS的理论学习,CS实现的基本流程实现,采用正交匹配追踪-The theoretical study of CS, CS implementation processes using orthogonal matching pursuit
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转载:1-D信号压缩传感的实现(正交匹配追踪法Orthogonal Matching Pursuit)
PDF文章对CS做了通俗易懂的描述,及本程序算法- Signal Recovery From Random Measurements Via Orthogonal Matching
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对一维语音信号,用正交匹配追踪的方法进行重构,首先对其进行了分帧,然后再一帧一帧的重构,最后计算了平均帧重构误差-One-dimensional speech signal reconstruction, orthogonal matching pursuit, the first of its sub-frame, and then again a reconstruction of a final calculation of the average frame reconstruction
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基于CS理论的正交匹配追踪算法。供cs理论学习-The orthogonal matching pursuit algorithm based on the theory of the CS. For cs theory study
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labvieW环境下压缩感知正交匹配追踪重建过程-Under labvieW environment orthogonal matching pursuit compressed sensing reconstruction process
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该程序实现了1维信号的压缩感知,信号恢复采用的是正交匹配追踪算法。-The program achieved a perception of one-dimensional signal compression, signal recovery using the orthogonal matching pursuit algorithm.
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解各种优化方法的matlab开发包
Orthogonal Matching Pursuit (OMP) toolbox : http://www.cs.technion.ac.il/~ronrubin/software.html
l1_ls toolbox: http://stanford.edu/~boyd/l1_ls/
FISTA : http://www.eecs.berkeley.edu/~yang/software/l1benchmark/
l1-Ho
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一个压缩感知正交匹配追踪的实例代码及说明,对理解压缩感知很有帮助-A compressed sensing orthogonal matching pursuit of example code and instructions on understanding compressive sensing helpful
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压缩感知 Compressive sensing for image using wavelet transform and orthogonal matching pursuit algorithm-Compressive sensing for image using wavelet transform and orthogonal matching pursuit algorithm
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压缩感知重建算法,正交匹配追踪算法实例,可以运行,供交流学习-Compressed sensing reconstruction algorithm, Orthogonal Matching Pursuit algorithm example, you can run, for the exchange of learning
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压缩感知图像简单重构算法,包括DWT离散小波变换,以及OPM正交匹配追踪算法。适合初学图像处理的使用。(Compressed sensing image simple reconstruction algorithm, including DWT discrete wavelet transform, and OPM orthogonal matching pursuit algorithm. Suitable for beginners to use image processing.)
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正交匹配追踪算法,求解速度快,计算精度高(Orthogonal matching pursuit algorithm, fast solution speed, high calculation accuracy)
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正交匹配追踪(OMP)算法属于贪婪算法。而贪婪算法是一种不追求最优解,只希望得到较为满意解的方法。贪婪法一般可以快速得到满意的解,因为它省去了为找最优解要穷尽所有可能而必须耗费的大量时间。贪婪算法常以当前情况为基础作最优选择,而不考虑各种可能的整体情况,所以贪婪算法不要回溯。(Orthogonal matching pursuit (OMP) algorithm belongs to greedy algorithm. Greedy algorithm is a method that does
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