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EM算法处理高斯混和模型,是用MATLAB实现的-EM algorithm for Gaussian mixture model of treatment is achieved using MATLAB
Update : 2025-03-07 Size : 1kb Publisher : 李晋博

DL : 0
EM算法是机器学习领域中常用的一种算法,这个文件是EM算法最简单的一种实现,即在Gaussian Mixture model上面的EM。-EM field of machine learning algorithm is commonly used in an algorithm, this document is the most simple EM algorithm as a realization that, in Gaussian Mixture model above EM.
Update : 2025-03-07 Size : 3kb Publisher : De-Chuan Zhan

使用高斯模型期望值最大化演算法,做圖形分割 Gaumix_EM: EM Algorithm Applicated to Parameter Estimation for Gaussian Mixture -Gaussian model using expectation maximization algorithm, to do graphics segmentation Gaumix_EM: EM Algorithm Applicated to Parameter Estimation for Gaussian Mixture
Update : 2025-03-07 Size : 1kb Publisher : 李致賢

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本文介绍了用c++实现em算法,非常有用!-This paper introduces the use c++ Realize em algorithm, very useful!
Update : 2025-03-07 Size : 6kb Publisher : 钟宏

用matlab实现高斯混合模型的前期处理和分类训练!-Using Gaussian mixture model matlab realize the pre-treatment and classification of training!
Update : 2025-03-07 Size : 59kb Publisher : yue

DL : 0
% EM algorithm for k multidimensional Gaussian mixture estimation % % Inputs: % X(n,d) - input data, n=number of observations, d=dimension of variable % k - maximum number of Gaussian components allowed % ltol - percentage of the log likelihood difference between 2 iterations ([] for none) % maxiter - maximum number of iteration allowed ([] for none) % pflag - 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none) % Init - structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none) % % Ouputs: % W(1,k) - estimated weights of GM % M(d,k) - estimated mean vectors of GM % V(d,d,k) - estimated covariance matrices of GM % L - log likelihood of estimates %- EM algorithm for k multidimensional Gaussian mixture estimation Inputs: X (n, d)- input data, n = number of observations, d = dimension of variable k- maximum number of Gaussian components allowed ltol- percentage of the log likelihood difference between 2 iterations ([] for none) maxiter- maximum number of iteration allowed ([] for none) pflag- 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none) Init- structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none) Ouputs: W (1, k)- estimated weights of GM M (d, k)- estimated mean vectors of GM V (d, d, k)- estimated covariance matrices of GM L- log likelihood of estimates
Update : 2025-03-07 Size : 3kb Publisher : Shaoqing Yu

混合高斯模型,用于背景建模的程序,使用时请安装OPENCV-Gaussian mixture model for background modeling procedure, the use of when you install OPENCV
Update : 2025-03-07 Size : 5kb Publisher : 肖郎

通过em算法实现对数据的高斯混合模型的分类-Em algorithm through implementation of data Gaussian mixture model classification
Update : 2025-03-07 Size : 244kb Publisher : xufang

混合高斯概率密度模型,其参数估计可以通过期望最大化( EM) 迭代算法获得。-EM estimation parameters Gaussian mixture processes
Update : 2025-03-07 Size : 1.29mb Publisher : anjiayu

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EM算法简明教程 用于高斯分布隐马尔可夫模型的参数估计-Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models
Update : 2025-03-07 Size : 97kb Publisher : hou

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Gaussian Mixture Model Simulation Source
Update : 2025-03-07 Size : 4.56mb Publisher : musim

Source code - create Gaussian Mixture Model in following steps: 1, K-means 2, Expectation-Maxximization 3, GMM Notice: All datapoints are generated randomly and you can config in Config.h-Source code- create Gaussian Mixture Model in following steps: 1, K-means 2, Expectation-Maxximization 3, GMM Notice: All datapoints are generated randomly and you can config in Config.h
Update : 2025-03-07 Size : 6kb Publisher : ChipChipKnight

EM算法实现,是matlab主站上获得的可靠程序。-EM algorithm,which is from the matlab net about image processing.
Update : 2025-03-07 Size : 40kb Publisher : 朱亮亮

GMM Model Gaussian Mixture Models - Algorithm and Matlab Code-GMM Model!
Update : 2025-03-07 Size : 42kb Publisher : Kendall Wang

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一维EM算法MATLAB实现,两分支高斯混合模型,均值和方差都不相同。-one dimensino EM algorithm implemented by MATLAB. Estimate the mean and variance of Gaussian Mixture Model with two branches.
Update : 2025-03-07 Size : 1kb Publisher : luoyong

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用Matlab写的高斯混合模型的贝叶斯EM估计,-Variational Bayesian EM for Gaussian mixture models
Update : 2025-03-07 Size : 22kb Publisher : cheng

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我自己写的关于二维混合高斯分布的EM算法-I wrote about the distribution of two-dimensional Gaussian mixture EM algorithm
Update : 2025-03-07 Size : 1kb Publisher : lwm

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基于EM算法的模型聚类的研究及应用,GMM高斯混合模型-EM-based clustering algorithm and its application model, GMM Gaussian mixture model
Update : 2025-03-07 Size : 3.25mb Publisher : 思轩

This paper is concerned with estimating a probability density function of human skin color using a finite Gaussian mixture model whose parameters are estimated through the EM algorithm.sections
Update : 2025-03-07 Size : 164kb Publisher : Shooty

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Gaussian mixture 的 EM算法(EM algorithm for Gaussian mixture model)
Update : 2025-03-07 Size : 1kb Publisher : rrr2727
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