Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields

Lecture Notes in Computer Science - Pattern Recognition ◽

10.1007/978-3-642-40602-7_16 ◽

2013 ◽

pp. 153-163 ◽

Author(s):

Sergey Kosov ◽

Franz Rottensteiner ◽

Christian Heipke

Keyword(s):

Mixture Models ◽

Random Fields ◽

Conditional Random Fields ◽

Gaussian Mixture Models ◽

Gaussian Mixture

Download Full-text

CONTEXTUAL CLUSTERING AND UNMIXING OF GEOSPATIAL DATA BASED ON GAUSSIAN MIXTURE MODELS AND MARKOV RANDOM FIELDS

Bulletin of informatics and cybernetics ◽

10.5109/21045 ◽

2009 ◽

Vol 41 ◽

pp. 39-49

Author(s):

Yoko Sawamura ◽

Shuji Kawaguchi ◽

Tomohiko Ozaki

Keyword(s):

Mixture Models ◽

Random Fields ◽

Markov Random Fields ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Geospatial Data ◽

Download Full-text

A labeling scheme based on Markov Random Fields and Gaussian mixture models for hyperspectral images

2008 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2008.4621033 ◽

2008 ◽

Author(s):

Xiu-Qin Huang ◽

Zhi-Wu Liao

Keyword(s):

Mixture Models ◽

Random Fields ◽

Markov Random Fields ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Hyperspectral Images ◽

Markov Random ◽

Labeling Scheme

Download Full-text

Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2013.2250905 ◽

2014 ◽

Vol 11 (1) ◽

pp. 153-157 ◽

Author(s):

Wei Li ◽

Saurabh Prasad ◽

James E. Fowler

Keyword(s):

Image Classification ◽

Mixture Models ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Hyperspectral Image Classification ◽

Download Full-text

Multi-subject connectivity-based parcellation of the human IPL using Gaussian mixture models and hidden Markov random fields

2013 IEEE 10th International Symposium on Biomedical Imaging ◽

10.1109/isbi.2013.6556526 ◽

2013 ◽

Author(s):

E Wang ◽

RF Tungaraza ◽

DR Haynor ◽

TJ Grabowski

Keyword(s):

Mixture Models ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Download Full-text

Contextual Unmixing of Geospatial Data based on Gaussian Mixture Models and Markov Random Fields

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2008.4779660 ◽

2008 ◽

Author(s):

R. Nishii ◽

Y. Sawamura ◽

A. Nakamoto ◽

S. Kawaguchi

Keyword(s):

Mixture Models ◽

Random Fields ◽

Markov Random Fields ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Geospatial Data ◽

Download Full-text

Fast Clustering of GARCH Processes Via Gaussian Mixture Models

SSRN Electronic Journal ◽

10.2139/ssrn.2071716 ◽

2012 ◽

Author(s):

Gian Piero Aielli ◽

Massimiliano Caporin

Keyword(s):

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Garch Processes

Download Full-text

Parameter Estimation in Gaussian Mixture Models with Malicious Noise, without Balanced Mixing Coefficients

2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton) ◽

10.1109/allerton.2018.8635825 ◽

2018 ◽

Author(s):

Jing Xu ◽

Jakub Marecek

Keyword(s):

Parameter Estimation ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Mixing Coefficients

Download Full-text

Learning Stable Nonlinear Dynamical Systems with External Inputs using Gaussian Mixture Models

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8431461 ◽

2018 ◽

Author(s):

Harish chaandar Ravichandar ◽

Iman Salehi ◽

Brian P. Baillie ◽

George M. Bollas ◽

Ashwin Dani

Keyword(s):

Dynamical Systems ◽

Mixture Models ◽

Nonlinear Dynamical Systems ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Nonlinear Dynamical

Download Full-text

An improved gaussian mixture hidden conditional random fields model for audio-based emotions classification

Egyptian Informatics Journal ◽

10.1016/j.eij.2020.03.001 ◽

2020 ◽

Author(s):

Muhammad Hameed Siddiqi

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Gaussian Mixture

Download Full-text

A robust non-rigid point set registration method based on inhomogeneous Gaussian mixture models

The Visual Computer ◽

10.1007/s00371-017-1444-z ◽

2017 ◽

Vol 34 (10) ◽

pp. 1399-1414 ◽

Author(s):

Wanxia Deng ◽

Huanxin Zou ◽

Fang Guo ◽

Lin Lei ◽

Shilin Zhou ◽

...

Keyword(s):

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Registration Method ◽

Point Set Registration ◽

Download Full-text