Tarek Elguebaly

Publication Activity (10 Years)

Years Active: 2010-2015
Publications (10 Years): 4

Top Topics

Image Classification

Visual Features

Top Venues

Signal Process.

Image Vis. Comput.

Publications

Tarek Elguebaly, Nizar Bouguila
Semantic Scene Classification with Generalized Gaussian Mixture Models. ICIAR (2015)
Tarek Elguebaly, Nizar Bouguila
Simultaneous high-dimensional clustering and feature selection using asymmetric Gaussian mixture models. Image Vis. Comput. 34 (2015)
Tarek Elguebaly, Nizar Bouguila
A hierarchical nonparametric Bayesian approach for medical images and gene expressions classification. Soft Comput. 19 (1) (2015)
Tarek Elguebaly, Nizar Bouguila
Model-based approach for high-dimensional non-Gaussian visual data clustering and feature weighting. Digit. Signal Process. 40 (2015)
Tarek Elguebaly, Nizar Bouguila
Indoor Scene Recognition with a Visual Attention-Driven Spatial Pooling Strategy. CRV (2014)
Tarek Elguebaly, Nizar Bouguila
A Novel Method for Scene Categorization Using an Improved Visual Vocabulary Approach. ICAIS (2014)
Tarek Elguebaly, Nizar Bouguila
Improving codebook generation for action recognition using a mixture of Asymmetric Gaussians. CIMSIVP (2014)
Tarek Elguebaly, Nizar Bouguila
Background subtraction using finite mixtures of asymmetric Gaussian distributions and shadow detection. Mach. Vis. Appl. 25 (5) (2014)
Tarek Elguebaly, Nizar Bouguila
Finite asymmetric generalized Gaussian mixture models learning for infrared object detection. Comput. Vis. Image Underst. 117 (12) (2013)
Tarek Elguebaly, Nizar Bouguila
A Bayesian Approach for the Classification of Mammographic Masses. DeSE (2013)
Tarek Elguebaly, Nizar Bouguila
Simultaneous Bayesian clustering and feature selection using RJMCMC-based learning of finite generalized Dirichlet mixture models. Signal Process. 93 (6) (2013)
Tarek Elguebaly, Nizar Bouguila
Generalized Gaussian mixture models as a nonparametric Bayesian approach for clustering using class-specific visual features. J. Vis. Commun. Image Represent. 23 (8) (2012)
Nizar Bouguila, Tarek Elguebaly
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering. Expert Syst. Appl. 39 (5) (2012)
Tarek Elguebaly, Nizar Bouguila
Medical image classification using birth-and-death MCMC. ISCAS (2012)
Tarek Elguebaly, Nizar Bouguila
Bayesian learning of finite generalized Gaussian mixture models on images. Signal Process. 91 (4) (2011)
Tarek Elguebaly, Nizar Bouguila
A nonparametric Bayesian approach for enhanced pedestrian detection and foreground segmentation. CVPR Workshops (2011)
Tarek Elguebaly, Nizar Bouguila
Infinite Generalized Gaussian Mixture Modeling and Applications. ICIAR (1) (2011)
Tarek Elguebaly, Nizar Bouguila
Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images. ANNPR (2010)