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带参数的二次规划支持向量分类机，核函数的用处。-least-square support vector machine classification problem matlab code，functional margin，geometric margin，optimal margin classifier，Kernels
feature mapping
Regularization and the non-separable case
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image regularization projects in dot net using matlab
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正则化算法的matlab程序，采用Tiknov标准方法计算反问题的程序-Regularization algorithm matlab program, using the program Tiknov standard method to calculate the inverse problem
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《离散反问题》中的各类正则化matlab程序- Matlab package Regularization tools for the book 《discrete inverse problems》
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一种基于正则化转置的LDA matlab源代代码，能应用在人脸识别中，详细说明见readme
-A transpose on behalf of the LDA matlab source code based on regularization, can be applied in face recognition, a detailed descr iption see the readme
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自适应中值滤波-Chan R H, Ho C W, Nikolova M. Salt-and-pepper noise removal by
median-type noise detectors and detail-preserving regularization[J].
IEEE Trans. Image Process, 2005, 14(10): 1479～1485. 该文献中自适应中值滤波算法代码-matlab code of adpative median filter
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代码给出了数字图像处理图像复原运算方法中的自适应滤波、正则化滤波、盲去卷积滤波等滤波方法的实现过程，经matlab调试运行成功，效果明显-Code gives a computing method of digital image processing image restoration, adaptive filtering, regularization filter, blind go convolution filtering and other filtering methods to
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Matlab，线性方程组求解典型算法，含共轭速降法（大规模矩阵），一种正则化方法（处理病态矩阵），含相应算例与user guide-Matlab, solving linear equations typical algorithms the conjugated downhill Act (mass matrix), a regularization method (treatment of morbid matrix) containing the corresponding numeric
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Tikhonov正则化的很有用的MATLAB程序-Tikhonov regularization useful MATLAB program
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matlab的gcv函数，可以用于求取正则化参数。是regtools工具箱中的-The gcv matlab function that can be used to strike the regularization parameter. Is regtools Toolbox
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The spatially adapted total variation method
subproblems are solved by a locally uperlinearly convergent algorithm based on Fenchel-duality and inexact semismooth-Newton techniques.
The SATV Toolbox was written in MATLAB. It implements:
1)
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正则化正交匹配追踪算法的函数，用matlab编写，可以求解压缩感知的信号重构问题-Regularization function orthogonal matching pursuit algorithm, using matlab prepared, can solve problems compressed sensing signal reconstruction
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用对偶分裂算法处理乘性噪声如盐椒噪声（L1+TV），参数由电脑自动选取，matlab程序-A Duality-Based Splitting Method for L1-TV Image Restoration with Automatic Regularization Parameter Choice
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For using this code need to use signal toolbox and general toolbox in your matlab
Inpainting using sparse regularization. Consider the pepper image with many missing
pixels.
Assume that the image is noisy-free.
(a) Inpaint the image by usi
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基于全变分空间正则化的稀疏超普解混算法的MATLAB程序-Matlab programs for “Total variation spatial regularization for sparse hyperspectral unmixing”
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可自由选择贝叶斯正则化算法或者是L-M 优化算法的神经网络matlab代码-The freedom to choose the Bayesian regularization algorithm or LM optimization algorithm neural network matlab code
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图像分割matlab 代码，不使用传统的tv 正则项，而是提出了一种新的正则化方法，可以运行-image segmentation with new regularization term
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全变差求解病态线性方程组的算法说明及其Matlab上的实现代码，在反演问题中常常会用到，全变差正则化具有边界识别强的特点，在图像去噪和恢复方面很有价值！-Total Variation solving ill-conditioned linear equations Matlab algorithm descr iption and implementation code on the inverse problem will often be used, total variation reg
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这是规则化滤波复原的matlab代码，需要的可以作为参考-This is the matlab code regularization filter recovery, need can be used as a reference
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压缩感知思想在系统辨识应用的程序，很好用的matlab代码-Identification of switched linear regression models using sum-of-norms regularization
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