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tuxiangfuyuan
- 这是一篇硕士论文,比较详细的描述了全变分正则化在图像复原中的应用,包括图像复原和图像盲复原,对初学者很有帮助-This is a master s thesis, a more detailed descr iption of the total variation regularization in image restoration applications, including image restoration and blin
restore-image
- 用正则化公式X(k+1)=X(k)+t(A Y-A AX(k)-aL LX(k))来恢复图片-using the formula of X(k+1)=X(k)+t(A Y-A AX(k)-aL LX(k)) to resore image
Total_variation-regularized
- 总变分正则化超分辨率重建 包括两种范数形式的正则化-Total Variation Regularized super-resolution reconstruction, including two-norm in the form of regularization
tikhonov
- 计算病态反问题时所采用的的正则化方法(Regularization method used in the computation of ill posed inverse problems)
Con1d_Inv
- 大地电磁1D正则化反演代码 我觉得蛮有用的 所以分享下(Magnetotelluric 1D regularization inversion code, I feel quite useful, so share it)
正则化
- 正则化的目的:防止过拟合;正则化的本质:约束(限制)要优化的参数。(Regularization purpose: to prevent overfitting! the nature of regularization: constraints (constraints) to optimize parameters.)
SolveDALM
- l1正则化算法中的一种,用于计算矩阵方程(One of the L1 regularization algorithms used to compute matrix equations)
正则图形化
- #在输入框填入正则表达式,支持格式:1,没有斜线,如:\d|\s ; 2,有斜线,如:/\d|\s/ #点击展示按钮,将会在下方生成正则流程图;同时在控制台中将会输出该正则的数据结构。 #请在高级浏览器中运行。(# fill in the input box regular expression support format: 1, no slash, such as: \d|\s; 2, a slash, such as: /\d
romp
- 自己注释和改写的正则化正交匹配追踪ROMP算法程序,其中有自己的想法,下载的朋友可以试试,绝对好使,但是我觉得在目标数过多的情况下效果不理想。。(Their own comments and rewrite the regularized orthogonal matching tracking ROMP algorithm program, which has its own ideas, download friends can t
Hasen's regu toolbox(MATLAB)
- 汉森的matlab正则化工具包,可用于求解正则化问题。(Hansen's Matlab regularization toolkit can be used to solve regularization problems.)
Regularization Tools Version 4.1
- matlab 正则化工具包 可以下载解压后在matlab中直接使用,解决病态方程的计算问题(Matlab regularization Toolkit)
tikhonov
- 吉洪诺夫正则化的matlab函数,可以自己选择参数值,调用即可(The matlab function of Tikhonov regularization)
线性方程组计算
- 利用高斯消元法法求解病态矩阵——hilbert 矩阵的线性方程组。通过条件数分析,找出误差较大的原因。再利用 Jacobi 迭代方法、G-S 迭代方法和 SOR 迭代法做了进一步探究。另外,作为要求之外的,还使用共轭梯度法来求解方程以来进行对比,并利用Tikhonov 正则化的方法改善矩阵的条件数,来减小误差。(The Gauss elimination method is used to solve the linear equati
正则化
- 深度网络中防至过拟合的情况,可以使用正则化,这里将实现L2正则化(In case of overfitting in deep network, regularization can be used, and L2 regularization is implemented here.)
tikhonov
- 压缩包里包含了:正则化方法,L曲线,奇异值分解等,希望对大家有帮助(Compression package contains: regularization method, L curve, singular value decomposition and so on, we hope to help everyone.)
regularization
- 软件包里面是正则化算法的一些程序,自己做了小实验验证,希望对大家能有所帮助(Software package is a regularization algorithm of some of the procedures, have done a small experiment verification, I hope we can help.)
Regularization Tools Version 4.1
- 正则化工具,完整的正则化工具,包括各种正则化的处理,使用matlab编程语言(regularization tools)
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.)
particle kf)
- 正则化粒子滤波器 可以参考看看,新手可能有些难度(Regularized particle filter)