Bayesian Learning of Infinite Asymmetric Gaussian Mixture Models for Background Subtraction

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-030-27202-9_24 ◽

2019 ◽

pp. 264-274 ◽

Author(s):

Ziyang Song ◽

Samr Ali ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Background Subtraction ◽

Bayesian Learning ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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Bayesian learning of finite generalized Gaussian mixture models on images

Signal Processing ◽

10.1016/j.sigpro.2010.08.014 ◽

2011 ◽

Vol 91 (4) ◽

pp. 801-820 ◽

Author(s):

Tarek Elguebaly ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Bayesian Learning ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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Background subtraction based on Gaussian mixture models using color and depth information

The 2014 International Conference on Control, Automation and Information Sciences (ICCAIS 2014) ◽

10.1109/iccais.2014.7020544 ◽

2014 ◽

Author(s):

Young-min Song ◽

SeungJong Noh ◽

Jongmin Yu ◽

Cheon-wi Park ◽

Byung-geun Lee

Keyword(s):

Mixture Models ◽

Background Subtraction ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Depth Information

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Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images

Artificial Neural Networks in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/978-3-642-12159-3_19 ◽

2010 ◽

pp. 207-218 ◽

Author(s):

Tarek Elguebaly ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Bayesian Learning ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Biomedical Images

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Self-adaptive Gaussian mixture models for real-time video segmentation and background subtraction

2010 10th International Conference on Intelligent Systems Design and Applications ◽

10.1109/isda.2010.5687059 ◽

2010 ◽

Author(s):

Nicola Greggio ◽

Alexandre Bernardino ◽

Cecilia Laschi ◽

Paolo Dario ◽

Jose Santos-Victor

Keyword(s):

Real Time ◽

Mixture Models ◽

Background Subtraction ◽

Video Segmentation ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

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On the analysis of background subtraction techniques using Gaussian Mixture Models

2010 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2010.5495760 ◽

2010 ◽

Author(s):

P. L. M. Bouttefroy ◽

A. Bouzerdoum ◽

S. L. Phung ◽

A. Beghdadi

Keyword(s):

Mixture Models ◽

Background Subtraction ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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Background subtraction using infinite asymmetric Gaussian mixture models with simultaneous feature selection

IET Image Processing ◽

10.1049/iet-ipr.2019.1029 ◽

2020 ◽

Vol 14 (11) ◽

pp. 2321-2332

Author(s):

Ziyang Song ◽

Samr Ali ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Background Subtraction ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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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

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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

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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

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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 ◽

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