Tarek Elguebaly

18 papers C 2Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2015 J jnl
A hierarchical nonparametric Bayesian approach for medical images and gene expressions classification.
Soft Comput.
Tarek Elguebaly, Nizar Bouguila
2015 J jnl
Model-based approach for high-dimensional non-Gaussian visual data clustering and feature weighting.
Digit. Signal Process.
Tarek Elguebaly, Nizar Bouguila
2015 — conf
Semantic Scene Classification with Generalized Gaussian Mixture Models.
ICIAR
Tarek Elguebaly, Nizar Bouguila
2015 J jnl
Simultaneous high-dimensional clustering and feature selection using asymmetric Gaussian mixture models.
Image Vis. Comput.
Tarek Elguebaly, Nizar Bouguila
2014 — conf
A Novel Method for Scene Categorization Using an Improved Visual Vocabulary Approach.
ICAIS
Tarek Elguebaly, Nizar Bouguila
2014 J jnl
Background subtraction using finite mixtures of asymmetric Gaussian distributions and shadow detection.
Mach. Vis. Appl.
Tarek Elguebaly, Nizar Bouguila
2014 — conf
Improving codebook generation for action recognition using a mixture of Asymmetric Gaussians.
CIMSIVP
Tarek Elguebaly, Nizar Bouguila
2014 — conf
Indoor Scene Recognition with a Visual Attention-Driven Spatial Pooling Strategy.
CRV
Tarek Elguebaly, Nizar Bouguila
2013 C conf
A Bayesian Approach for the Classification of Mammographic Masses.
DeSE
Tarek Elguebaly, Nizar Bouguila
2013 J jnl
Finite asymmetric generalized Gaussian mixture models learning for infrared object detection.
Comput. Vis. Image Underst.
Tarek Elguebaly, Nizar Bouguila
2013 J jnl
Simultaneous Bayesian clustering and feature selection using RJMCMC-based learning of finite generalized Dirichlet mixture models.
Signal Process.
Tarek Elguebaly, Nizar Bouguila
2012 J jnl
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering.
Expert Syst. Appl.
Nizar Bouguila, Tarek Elguebaly
2012 J jnl
Generalized Gaussian mixture models as a nonparametric Bayesian approach for clustering using class-specific visual features.
J. Vis. Commun. Image Represent.
Tarek Elguebaly, Nizar Bouguila
2012 C conf
Medical image classification using birth-and-death MCMC.
ISCAS
Tarek Elguebaly, Nizar Bouguila
2011 — conf
A nonparametric Bayesian approach for enhanced pedestrian detection and foreground segmentation.
CVPR Workshops
Tarek Elguebaly, Nizar Bouguila
2011 J jnl
Bayesian learning of finite generalized Gaussian mixture models on images.
Signal Process.
Tarek Elguebaly, Nizar Bouguila
2011 — conf
Infinite Generalized Gaussian Mixture Modeling and Applications.
ICIAR (1)
Tarek Elguebaly, Nizar Bouguila
2010 — conf
Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images.
ANNPR
Tarek Elguebaly, Nizar Bouguila