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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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function6
Pass the Images Through Optics -- Use a Gaussian "Aperture Function"
This code segement can use a measured aperture function just as easily - simply replace the next five lines by "load measured_aperture" where measured_aperture is the measured function strored in ASCII and the data stored in the file measured_aperture.mat is a MATLAB .mat file that contains the matrix apfunction. (in MATLAB type "help load" for how to use load and look at the c and fortran code that shows how to read and write MATLAB .mat files).
(Note: When the Point Spread Function is Gaussian, then so is the Aperture function)
To simulate the effect of the tracker optics, each of the movie frames is now blurred using a 2-D FFT (Fast Fourier Transform). The first frame of the resulting image is shown in Figure 1.
- 2011-02-12 00:30:05下载
- 积分:1
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220.1
中国移动多媒体广播CMMB标准第一部分文档,广播信道帧结构 信道编码和调制(CMMB China Mobile Multimedia Broadcasting, the first part of the document standard, broadcast channel frame structure channel coding and modulation)
- 2010-05-10 13:27:56下载
- 积分:1
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Applied.Numerical.Methods.Using.Matlab
Applied Numerical Analysis using matlab
- 2013-11-07 10:13:37下载
- 积分:1
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SimulatedAnnealing
Simulated Annealing Impelemtation in MATLAB
- 2009-03-21 03:31:31下载
- 积分:1
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matrix_kron
说明: matlab中kron函数的C++实现,即对矩阵实现kron积,接口与matlab函数完全相同,可以作为替代程序使用(kron matlab functions in C++ implementation, the implementation of the matrix kron product, interface with matlab function exactly the same procedure can be used as an alternative)
- 2011-03-14 19:37:28下载
- 积分:1
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_MA_one
数学建模MATLAB必备程序源代码,自己收集的,自己认为非常有用,希望能给大家带来帮助。(Mathematical modeling MATLAB essential program source code, own collection, considered very useful, I hope we can bring help.)
- 2012-11-14 23:45:26下载
- 积分:1
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OFDM-blind-receiver
OFDM盲识别仿真的接收端,对OFDM信号进行符号持续时间,循环长度和子载波数量的估计(OFDM blind identification, simulation of the receiving end of OFDM signal symbol duration, cycle length and the subcarrier number of estimates)
- 2020-11-05 00:29:51下载
- 积分:1
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shuangxianxing
图像的双线性插值程序,在两个方向分别进行一次线性插值。(Bilinear interpolation process of the image in both directions, respectively for a linear interpolation.)
- 2013-03-19 08:08:58下载
- 积分:1
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CTrinhmophong_Matlab
Adaptive filtering constitutes one of the core technologies in digital signal processing and finds numerous application areas in science as well as in industry. Adaptive filtering techniques are used in a wide range of applications, including echo cancellation, adaptive equalization, adaptive noise cancellation, and adaptive beamforming. Acoustic echo cancellation is a common occurrence in today’s telecommunication systems. The signal interference caused by acoustic echo is distracting to users and causes a reduction in the quality of the communication. This paper focuses on the use of LMS and NLMS algorithms to reduce this unwanted echo, thus increasing communication quality.
- 2013-03-20 09:53:02下载
- 积分:1