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surf tracking
- Most motion-based tracking algorithms assume that objects undergo rigid motion, which is most likely disobeyed in real world. In this paper, we present a novel motion-based tracking framework which makes no such assumptions. Object is represented by
Solving Inverse Problems with Piecewise Linear
- A general framework for solving image inverse problems is introduced in this paper. The approach is based on Gaussian mixture models, estimated via a computationally efficient MAP-EM algorithm.
opencv em算法
- Expectation-Maximization The EM (Expectation-Maximization) algorithm estimates the parameters of the multivariate probability density function in a form of the Gaussian mixture distribution with a specified number of mixtures.
Maximum-Algorithm
- Em算法的原创性论文，对于做识别研究的朋友很有用-Em Algorithm original papers, the recognition of friends to do useful
em_in_chinese
- EM算法，好学好用好记，通俗易懂，简单上手-EM algorithm, to learn easy to use easy to remember, easy to understand, easy to use! ! !
UseofafasEMalgorithmfor3Dimagereconstruction
- 本论文介绍的是3d图像重建的快速em算法-The introduction of this thesis are 3d image reconstruction algorithm Express em
empca
- I present an expectation-maximization (EM) algorithm for principal component analysis (PCA).
probabalistic_PCA
- Probabilistic Principal Component Analysis – Latent variable models – Probabilistic PCA • Formulation of PCA model • Maximum likelihood estimation – Closed form solution – EM algorithm » EM Algorithms for regular PCA
10Algorithms-08
- This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. These top 10 algorithms
EM
- EM algorithm for adaptive multivariate Gaussian mixtures
lect26-em
- EM algorithm for adaptive multivariate Gaussian mixtures
freqBlind-Em
- 文章根据频率选择性衰落信道的抽头延迟线模型，将针对平坦衰落信道的CS(周期平稳过程理论)频偏盲估计 算法扩展到了频率选择性衰落信道，并通过仿真证明这种扩展是可行的.仿真结果还表明CS算法不仅有好的抗平 坦衰落能力，而且有很好的杭频率选择性衰落性能.-Article according to frequency selective fading channel tap delay line model, the flat fading channel for CS (cycle stati
A-Bayesian-Approach
- In this paper, we propose a Bayesian methodology for receiver function analysis, a key tool in determining the deep structure of the Earth’s crust.We exploit the assumption of sparsity for receiver functions to develop a Bayesian deconvolution
Geometry-of-the-EM-
- 本文为对最大期望算法的一个介绍，从解析几何角度分析了算法的特性和几何意义，对从事机器学习的人有较大参考价值。-An excellent introduction for Expectation Maximum algorithm. In this paper, a geometric view of the EM algorithm is given, which might be
The-EM-Algorithm-and-Extensions
- 一本关于EM算法的书籍，对EM算法进行了详尽的介绍。-A book on the EM algorithm, the EM algorithm in detail.
EM-SEM
- 极化SAR数据格式，EM算法，SEM的经典文献。-PolSARpro_DataFormat，Stochastic Versions of the EM Algorithm
EM-algorithm-learning-tips
- 数据挖掘十大经典算法之一的EM算法的学习文档，里边有细致的介绍。-One of the top ten classical data mining algorithms EM algorithm to learn the document, inside a detailed introduction.
EM-algoritm
- EM algorithm matlab code
Distributed Expectation-Maximization Algorithm
- 介绍了分布式em在DOA中的应用，含有不同信噪比的实验结果(Introduced the application of distributed em in DOA)
The EM Algorithm and Extensions 2nd Ed
- 主要讲解了EM算法，其中包含好多的例子，主要是该书籍不好查找