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exact_alm_rpca
RPCA (Robust Principal Component Analysis)是目前用于矩阵填充、图像去噪的最有效的优化方法。该代码是求解RPCA的一种数值算法——Exact ALM(Exact Augmented Lagrange Multiplier)(The most basic form of the exact ALM function is [A, E] = exact_alm_rpca(D, λ), and that of the inexact ALM function is [A, E] = inexact_alm_rpca(D, λ), where D is a real matrix and λ is a positive real number. We solve the RPCA problem using the method of augmented Lagrange multipliers. The method converges Q-linearly to the optimal solution. The exact ALM algorithm is simple to implement, each iteration involves computing a partial SVD of a matrix the size of D, and converges to the true solution in a small number of iterations. The algorithm can be further speeded up by using a fast continuation technique, thereby yielding the inexact ALM algorithm.)
- 2010-11-02 14:03:12下载
- 积分:1
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lena
说明: lena图像的分解将规范化后的图像的数据格式由适合显示图像的uint8格式转换为适合数值处理的double格式,再调用二维小波分解函数进行图像分解,最后为了清晰地显示分解图像的塔式结构,在图像的相应区域绘制若干分界线。
(lena image after decomposition of the standardized image data format suitable for display by the image is converted to uint8 format suitable for numerical treatment of the double format, and then call the function of two-dimensional wavelet decomposition for image decomposition, and finally in order to clearly show the decomposition of the image of the tower structure , the corresponding region in the image number of the line drawn.)
- 2008-09-29 09:18:37下载
- 积分:1
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Matlab
这是自适应均衡器的Matlab仿真实现的代码,能实现自适应均衡器的功能(matlab code)
- 2010-05-11 16:49:29下载
- 积分:1
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matlab-principal-component-analysis
利用matlab进行主成分分析,有现成的代码和数据,主成分分析例子(Use of matlab for principal component analysis, have a ready-made code and data, principal component analysis example
)
- 2012-04-12 16:29:30下载
- 积分:1
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GAOTV5
A Genetic Algorithm for Function Optimization: A Matlab Implementation
- 2011-07-03 07:03:14下载
- 积分:1
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reversal-method-to-encrypt-decrypt-image
reversal method to encrypt and decrypt an image
- 2014-08-13 17:45:59下载
- 积分:1
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usefull-skills-in-matlab
matlab使用的N个实用技巧及其程序实现。(N-use practical skills and procedures matlab implementation.)
- 2013-11-26 00:25:24下载
- 积分:1
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The-use-of-mixed-finite-element-method-for-solving
利用混合有限元方法求解抛物型方程的matlab算法(The use of mixed finite element method for solving parabolic equations in matlab algorithm)
- 2010-02-02 15:42:02下载
- 积分:1
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DPSK
二进制dpsk matlab实现仿真程序(dpsk modulation)
- 2011-08-19 16:21:26下载
- 积分:1
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Gauss-beam-passing-body-tissue
高斯光束相关参数仿真,对经过人体组织的弱散射特性的研究有帮助(Gauss beam parameters simulation, through the study of the weak scattering characteristics of human body is helpful)
- 2016-10-29 18:02:25下载
- 积分:1