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RegularizationMatlab(4)
- 正则化反演的程序，可用于地球物理专业数值反演(Regularization inversion program)
tv_fista
- 基于总变差正则化模型的图像复原，有图像加噪去噪，去模糊的功能(Image restoration based on total variation regularization model has functions of image denoising, denoising and deblurring.)
GREEN_function
- 计算规则化负荷格林函数其中包括垂直水平位移，重力变化，应力应变等(calculating the regularization loading Green Function)
TVL1denoise
- 正则化去除噪声,效果撮合，凑合。。。。。。(Tikhonov regularization)
Chapter04
- 基于tensorflow 的神经网络的损失函数，学习率，正则化，滑动平均等方法(Method of loss function, learning rate, regularization and sliding average of neural network based on tensorflow)
Structure-Based Low-Rank Model With Graph Nuclear Norm Regularization for Noise Removal
- 该文章实现一种基于结构匹配的降噪算法，相比以往的方法，由较大的提高！
反演论文
- 二维导热程序，关于正则化反演的程序，求解导热反问题(Two dimensional heat conduction program, the procedure of regularization inversion, to solve inverse heat conduction problem.)
adaptive TVMM demo
- 全变分图像反卷积:MAJORIZATION-MINIMIZATION方法。 《TOTAL VARIATION-BASED IMAGE DECONVOLUTION: A MAJORIZATION-MINIMIZATION APPROACH》这篇论文的源码 本文提出了一种新的在全变差正则化条件下图像反褶积的最大化-最小化算法。(Totally variational image deconvolution: The source of this paper TOTAL VARIATION-B
GNMF
- 图正则化的非负矩阵分解 matlab 代码(Graph regularization of nonnegative matrix factorization. matlab code.)
ilovematlab总变分超分辨率重建
- 利用tikhonnov正则化的方法求解病态方程的解。包括利用L曲线法求解所需平衡参数(Tikhonnov regularization method is used to solve the ill conditioned equation. Including the use of L curve method to solve the required balance parameters.)
vel_Tikhonov
- tikhonov求解，正则化参数为0.1，应用svd分解，求解病态矩阵的解。(Tikhonov solution, regularization parameter is 0.1, using SVD decomposition to solve the ill-conditioned matrix solution.)
超限学习机理论讲解及编程实现
- 该方法随机给定神经元权值中的输入权值和阈值，然后通过正则化原则计算输出权值，神经网络依然能逼近任意连续系统。(The method gives the input weights and thresholds of neuron weights randomly, and then calculates the output weights by regularization principle. The neural network can still approximate any cont
GA-LSSVM.m
- 遗传算法优化最小二乘支持向量机的核函数参数和正则化参数(Optimization of Kernel Function and Regularization Parameters of Least Square Support Vector Machine by Genetic Algorithms)
代码
- Abel变换的数值反演计算用离散正则化方法实现(Discrete regularization method for numerical inversion of Abel transform)
test_TV
- 利用matlab实现全变分正则化的图像去噪，(image denoising with TotalVariation regularization)
奇异值系统
- 不适定问题正则化方法中的奇异值系统第一类积分算子求解(The first kind of integral operators for singular value system in regularization of ill posed problems)
Matlab-RegularizationTools
- Matlab程序包解决病态的正则化反演问题(A Matlab Package for Analysis and Solution of Discrete Ill-Posed Problems)
regu
- 正则化工具包，包括L曲线法求解正则化参数，整套函数(Regularization toolkit, including L-curve method to solve regularization parameters, a set of functions)