说明：Hidden_Markov_model_for_automatic_speech_recognition This code implements in C++ a basic left-right hidden Markov model and corresponding Baum-Welch (ML) training algorithm. It is meant as an example of the HMM algorithms described by L.Rabiner (1) and others. Serious students are directed to the sources listed below for a theoretical description of the algorithm. KF Lee (2) offers an especially good tutorial of how to build a speech recognition system using hidden Markov models.

说明：隐马尔科夫模型对文本信息进行抽取利用C＋＋实现

说明：This code implements in C++ a basic left-right hidden Markov model and corresponding Baum-Welch (ML) training algorithm. It is meant as an example of the HMM algorithms described by L.Rabiner (1) and others. Serious students are directed to the sources listed below for a theoretical description of the algorithm. KF Lee (2) offers an especially good tutorial of how to build a speech recognition system using hidden Markov models.

说明：JAVA編寫的馬可夫鏈程式，內包含源碼及.jar檔案

说明：In this paper, we consider the problem of filtering in relational hidden Markov models. We present a compact representation for such models and an associated logical particle filtering algorithm. Each particle contains a logical formula that describes a set of states. The algorithm updates the formulae as new observations are received. Since a single particle tracks many states, this filter can be more accurate than a traditional particle filter in high dimensional state spaces, as we demonstrate in experiments.

说明：Supervised Image Segmentation Using Markov Random Fields

说明：Matlab toolbox for Hidden Markov Modelling using Max. likelihood EM. Prerequisites: Matlab 5.0, System Identification Toolbox, Netlab, Marbox. LAST UPDATED: 25 Feb. 2002.

说明：hide markov model(HMM) for matlab including initiate,train,and test three parts

说明： This software implements stereo algorithms described in the following papers: Vladimir Kolmogorov and Ramin Zabih "Multi-Camera scene Reconstruction via Graph Cuts" In: European Conference on Computer Vision, May 2002. Vladimir Kolmogorov and Ramin Zabih "Computing Visual Correspondence with Occlusions using Graph Cuts" In: International Conference on Computer Vision, July 2001. and Yuri Boykov, Olga Veksler and Ramin Zabih "Markov Random Fields with Efficient Approximations" In: IEEE Computer Vision and Pattern Recognition Conference, June 1998.

说明：采用马尔可夫的图像分割程序，VC++编写，效率很快。对很多种图像都有效。

说明：Markov随机场的例子程序,对于初学MRF的人很有用,能得到直观的印象

说明：基于马尔科夫随机场的图像分割matlab源码。包括ICM迭代条件模式求解最大后验概率算法。

说明：hidden markov model 的package…我覺得還不錯…

说明：隐马尔科夫工具箱。可在matlab6.5中创建成用户工具箱。

说明：VARHMMBOX, version 1.1, Iead Rezek, Oxford University, MAR 2002 Matlab toolbox for Hidden Markov Models

说明：HMMBOX, version 3.2, William Penny, Imperial College, Feb 1999 Matlab toolbox for Hidden Markov Models

说明：CHMMBOX, version 1.2, Iead Rezek, Oxford University, Feb 2001 Matlab toolbox for max. aposteriori estimation of two chain Coupled Hidden Markov Models.

说明：markov random field in matlab code

说明：gibbs，beyesian network，intelligent inference, Markov, BeliefPropagation. It is a very good surce code for intelligent reasoning research

说明：隐马尔科夫模型。内含教学PPT文件一个。

说明：提供Markov的ppt讲稿，很系统。Markov网络是一个无向图，它可进行不确定性的知识推理，无向边可解释词间相关性，通过Markov网络学习机制获得词的相关信息。

说明：一个用于解决马尔可夫过程的源代码,很适合学习随机过程的同学1

说明：A tutorial on hidden Markov models and selected applications 是个英文资料 很不错的

说明：一本介绍HMM原理\应用\及算法的英文资料

说明：马尔可夫链，蒙特卡洛方法，数值模拟 matlab程序

说明：隐马尔可夫模型源代码，可以用于图像处理，分为前项和后项

说明：2-order markov predictor

说明：包含隐markov模型的一些关键算法 很有价值

说明：马可夫链处理文本文档，对马可夫模型的一个最基本实现

说明：HMM(Hidden Markov Model)，狀態數目N=3，觀察符號數目M=2，時間長度T=3。 (a) Probability Evaluation: 給定狀態轉換機率A、狀態符號觀察機率B、和起始機率 ，求觀察序列 出現的機率。 (b) Optimal State Sequence: 給定狀態轉換機率A、狀態符號觀察機率B、起始機率 、和觀察序列 ，求一個狀態序列 使得O出現的機率最大。 (c) Parameter Estimation: 給定狀態轉換機率A、狀態符號觀察機率B、起始機率 、和觀察序列 ，求新的A、B、 ，使得O出現的機率最大。