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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 Gaus...
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
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...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
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 e...
IN - Informatika
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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 ...
JC - Počítačový hardware a software
- 2011 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Radar signal recognition utilizing Gaussian mixture Models
The following contribution describes a method for automatic recognition of radar signals. For signal recognition exist various methods, this contribution focuses on the method based on calculation of Gaussian Mixture Models...
JA - Elektronika a optoelektronika, elektrotechnika
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Speaker vectors from Subspace Gaussian Mixture Model as complementary features for Language Identification
In this paper we have presented new features for language identification, based on speaker adaptation vectors from sub-space Gaussian Mixture Models....
JC - Počítačový hardware a software
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Radar Signal Recognition Method Based on Gaussian Mixture Models
target recognition method based on calculation of the Gaussian Mixture Models because predetermine the Gaussian Mixture Models recognition method to cover the most of the radar signals recognitio...
JA - Elektronika a optoelektronika, elektrotechnika
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
A Symmetrization of the Subspace Gaussian Mixture Model
We have described a modification to the Subspace Gaussian Mixture Model which we call the Symmetric SGMM. This is a very natural extension which removes an asymmetry in the way the Gaussian mixture weights...
JC - Počítačový hardware a software
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
A Gaussian mixture-based colour texture model
A new method of colour texture modelling based on Gaussian distribution mixtures is discussed. We estimate the local statistical properties of the monospectral version of the target texture in the form of a Gaussian
BD - Teorie informace
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
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