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assignment-regularization
- this source code written by matlab. Under machine learning feild. Get the data and calcuklate the cost function then regulize them. After that, plot them.
mlclass-ex2
- logistic regression演示和带正则化的多features时的情况演示。是机器学习中的重要知识。-logistic regression with regularization presentations and case presentation when multiple features. Machine learning is an important knowledge.
TVD_nonconvex_software_2014
- 凸一维总变差去噪与非凸正则化，内有文献参考。值得学习-One-dimensional convex total variation denoising non-convex regularization, the literature reference. Worth learning
shenjingwangluo
- 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
mrics
- 代码的mrics。M’是从他们的傅立叶系数的一个子集，使用总变分正则化图像重建的分裂Bregman方法的实现。使用代码指令可以在文件“mrics顶在评论中发现。”。一个演示脚本也包括在内，显示正确的使用方法。-The code ‘mrics.m’ is an implementation of the Split Bregman method for reconstructing images a subset of their Fourier coefficients using total
A-NEW-METHOD-FOR-GABOR-MULTIPLIER
- This work addresses the analysis of families of sound signals through linear transformations that map signals to each other. These transformations are modeled as Gabor multipliers, which are defined by point wise multiplication with a given transfer
optimization
- 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
E6332
- 基于总变分（TV）的正则化多帧图像超分辨复原-Based on the total variation (TV) regularization multi-frame super-resolution image restoration
EEG-cortical-imaging
- 我们推出基于矢量场正规化的方法通过扩散去噪拉普拉斯的数据，从而获得稳健估计。-We introduce a method based on vector field regularization through diffusion for denoising the Laplacian data and thus obtain robust estimation.
primal_dual
- 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
Snake
- This function SNAKE implements the basic snake segmentation. A snake is an active (moving) contour, in which the points are attracted by edges and other boundaries. To keep the contour smooth, an membrame and thin plate energy is used as regularizati
Iromp
- 改进的正则化正交匹配追踪算法代码，对正则化的规则进行了修改-Improved regularized orthogonal matching pursuit algorithm code for regularization rules were modified
cs-sarcosamp
- 改进的稀疏度自适应正则化压缩采样匹配追踪算法，在自适应的基础上运用了正则化的思想-Improved adaptive sparsity regularization compressive sampling Matching Pursuit algorithm, based on the use of adaptive regularization ideas
regularized-optical-flow-algorithm
- 正则化光流法的应用程序，用于图像处理，提取图像信号，并与傅里叶变换做对照-Regularization optical flow method application for image processing, to extract an image signal, and the Fourier transform as control
guize
- 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
demofun
- This a simple demo, solving a simple regression task using LS-SVMlab. A dataset is constructed in the right formatting. The data are represented as matrices where each row contains one datapoint. In order to make an LS-SVM model, we need 2 extra para
segreg
- 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
trajson
- 轨迹跟踪算法，能够有效降低噪声带来的影响-Trajectory Generation Using Sum-of-Norms Regularization
TI_DTV_code
- 基于分组规则化的超分辨率实现代码，原文发表于2013 年较新-super-resolution implementation code based on regularization, originally paper published in 2013 newer
Registration-method4
- 基于特征的自适应正则化配准算法,摆脱了局部极小值的困扰，得到了正确的配准结果-Feature-based adaptive regularization registration algorithm, to get rid of the problems of local minima, and get the correct registration results