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The Matching Pursuit ToolKit provides a fast implementation of the Matching Pursuit algorithm for the sparse decomposition of audio signals. It comprises a library, some standalone utilities and some scr ipts to plot the results under Matlab.,The Mat
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Atomizer is a package of Matlab routines for atomic decomposition of 1-d signals in various dictionaries. The atomic decomposition techniques include Basis Pursuit, the Method of Frames, the Best Orthogonal Basis method for wavelet packets/cosine pac
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匹配追踪算法的matlab工具箱，可以比较方便的进行mp分解，效率较高，但目前的版本对于谐波原子的分解还有些问题-Matching pursuit algorithm matlab toolbox, can be more convenient mp decomposition, efficient, but the current version of the harmonic decomposition of the atom has some problems
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基于FFT的MP算法（matching pursuit）匹配跟踪，实现信号的稀疏分解-FFT-based MP algorithm (matching pursuit) matching pursuit, sparse decomposition of the signals
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基于匹配追踪的信号稀疏分解的一种新方法的仿真-Based on matching pursuit signal decomposition A new method for sparse
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基于MP（matching pursuit匹配追踪）算法的信号的稀疏分解，实现简单信号的稀疏分解-Based on MP (matching pursuit matching pursuit) algorithm sparse decomposition, sparse decomposition of simple
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OMP算法的matlab的详细描述，对学习正交匹配追踪算法和稀疏分解是很有用的-the OMP algorithm is describled by matlab,and it is very useful for us to study OMP algorithm and sparse decomposition.
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此程序为稀疏分解匹配追踪的算法，应用于轴承信号故障处理中-This program is a sparse decomposition matching pursuit algorithm, applied to the bearing signal fault processing
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Pisarenko谐波分解算法,对球谐函数图形进行仿真,匹配追踪和正交匹配追踪。- Pisarenko harmonic decomposition algorithm, Of spherical harmonics graphic simulation, Matching Pursuit and orthogonal matching pursuit.
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Contains a common array signal processing algorithm, Pisarenko harmonic decomposition algorithm, Matching Pursuit and orthogonal matching pursuit.
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主要适用于做图像处理的稀疏分解程序，基于MP（匹配追踪）算法的稀疏分解程序一例(Mainly used for image processing sparse decomposition procedures, based on MP (matching pursuit) algorithm sparse decomposition procedures, for example)
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利用匹配追踪对信号进行稀疏分解，得到其稀疏表示形式(The use of matching pursuit for sparse decomposition of the signals, by their sparse representation)
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正交匹配追踪(OMP)在稀疏分解与压缩感知重构，稀疏分解先于压缩感知提出，信号稀疏表示的目的就是在给定的超完备字典中用尽可能少的原子来表示信号，可以获得信号更为简洁的表示方式，从而使我们更容易地获取信号中所蕴含的信息，更方便进一步对信号进行加工处理，如压缩、编码等。(Orthogonal Matching Pursuit (OMP) is used in sparse decomposition and compressive sensing reconstruction. Sparse dec
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