Filters
Directional Splitting for Structure Adaptation of Bayesian Filters
. The state is estimated within the Bayesian framework using the Gaussian filter and the Gaussian mixture filter. The paper is concerned with the joint Gaussianity assumption of the Gaussian filter and mon...
Automation and control systems
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
The subspace Gaussian mixture model-A structured model for speech recognition
Speech recognition based on the Hidden Markov Model-Gaussian Mixture Model (HMM-GMM) framework generally involves training a completely separate GMM in each HMM state.We introduce a model in which the HMM states share a common s...
JC - Počítačový hardware a software
- 2011 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Subspace Gaussian mixture models for speech recognition
We describe an acoustic modeling approach in which all phonetic states share a common Gaussian Mixture Model structure, and the means and mixture weights vary in a subspace of the total parameter space. We call thi...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
A subspace approach to texture modelling by using Gaussian mixtures
density in the form of a Gaussian mixture of product components from data obtained on a structural mixture model.
BB - Aplikovaná statistika, operační výzkum
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
MATHEMATICA in Treating Gaussian Mixtures
Main topics of the document: decomposition; Gaussian mixture; moments' method; MATHEMATICA; software...
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Gaussian mixture model for texture-based medical image analysis
A method for medical diagnosing using Gaussian mixture model is presented in this paper. Gaussian mixture model is used for clustering of texture feature vectors. EM algorithm is used for Gaussian mixt...
BD - Teorie informace
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Color Texture Segmentation by Decomposition of Gaussian Mixture Model
Basic themes of document: texture segmentation; gaussian mixture model; EM algorithm...
BB - Aplikovaná statistika, operační výzkum
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Deterministic Dirac mixture approximation of Gaussian mixtures
In this work, we propose a novel way to approximating mixtures of Gaussian into an optimization problem by minimizing a distance measure between the Gaussian mixture and its Dirac mixture approximation. Co...
BC - Teorie a systémy řízení
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Approximation of Powers of Gaussian Mixtures
Gaussian mixtures are used to approximate general probability density functions. Since the operation of exponentiation of Gaussian mixtures is not closed, the problem of approximating the mixture powers ar...
Automation and control systems
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Color Texture Segmentation by Decomposition of Gaussian Mixture Model
Recently we have proposed Gaussian mixtures as a local statistical model of a movable window by multivariate Gaussian mixture of product components. The mixture that aproper decomposition of the estimated ...
IN - Informatika
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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