Sami Bourouis

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Color image segmentation with bounded generalized Gaussian mixture model and feature selection

Sami Bourouis, Nizar Bouguila, Kamel Hamrouni, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Infinite Scaled Dirichlet Mixture Models for Spam Filtering via Bayesian and Variational Bayes Learning

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2018, 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

A Flexible Statistical Model for Image Denoising

Sami Bourouis, Nizar Bouguila, Kamel Hamrouni, 2018, ICIAR.

Color object segmentation and tracking using flexible statistical model and level-set

Sami Bourouis, Nizar Bouguila, Saeed Rubaiee, 2020, Multimedia Tools and Applications.

A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models

Fatma Najar, Sami Bourouis, Safya Belghith, 2020, Soft Comput..

A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2014, ICAIS.

Intrusion detection alert management for high-speed networks: current researches and applications

Sami Bourouis, Hassen Sallay, S. Bourouis, 2015, Secur. Commun. Networks.

Copy-move image forgery detection based on SIFT descriptors and SVD-matching

Sami Bourouis, Kamel Hamrouni, Takwa Chihaoui, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2018, IEA/AIE.

A Comparison Between Different Gaussian-Based Mixture Models

Fatma Najar, Sami Bourouis, Nizar Bouguila, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

Automatic Mesh Segmentation using Atlas Projection and Thin Plate Spline - Application for a Segmentation of Skull Ossicles

Sami Bourouis, Kamel Hamrouni, Makram Mestiri, 2011, VISAPP.

Online Recognition via a Finite Mixture of Multivariate Generalized Gaussian Distributions

Fatma Najar, Sami Bourouis, Rula Al-Azawi, 2019, Unsupervised and Semi-Supervised Learning.

A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2015, Comput. Electr. Eng..

Entropy-based variational Bayes learning framework for data clustering

Sami Bourouis, Nizar Bouguila, Wentao Fan, 2018, IET Image Process..

Video Forgery Detection Using a Bayesian RJMCMC-Based Approach

Sami Bourouis, Nizar Bouguila, Faisal R. Al-Osaimi, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

Hybrid Statistical Framework for Diabetic Retinopathy Detection

Sami Bourouis, Nizar Bouguila, Atef Zaguia, 2018, ICIAR.

A Real Time Adaptive Intrusion Detection Alert Classifier for High Speed Networks

Sami Bourouis, Hassen Sallay, Adel Ammar, 2013, 2013 IEEE 12th International Symposium on Network Computing and Applications.

Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2016, Soft Comput..

Bayesian inference framework for bounded generalized Gaussian‐based mixture model and its application to biomedical images classification

Sami Bourouis, Nizar Bouguila, Saeed Rubaiee, 2019, Int. J. Imaging Syst. Technol..

Web Service Intrusion Detection Using a Probabilistic Framework

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2014, ICSEng.

Deformable models based object tracking: Challenges and current researches

Sami Bourouis, Nizar Bouguila, Kamel Hamrouni, 2016, 2016 5th International Conference on Multimedia Computing and Systems (ICMCS).

Adaptive Variational Model and Learning-based SVM for Medical Image Segmentation

Sami Bourouis, 2015, ICPRAM.

Bayesian frameworks for traffic scenes monitoring via view-based 3D cars models recognition

Sami Bourouis, Nizar Bouguila, Yacine Laalaoui, 2019, Multimedia Tools and Applications.

3D Segmentation of MRI Brain Using Level Set and Unsupervised Classification

Sami Bourouis, Kamel Hamrouni, K. Hamrouni, 2010, Int. J. Image Graph..

Recent Advances in Digital Multimedia Tampering Detection for Forensics Analysis

Sami Bourouis, Saeed Rubaiee, Roobaea Alroobaea, 2020, Symmetry.

Local Analysis of Cerebral Cortex

Sami Bourouis, 2012 .

A Fixed-Point Estimation Algorithm for Learning the Multivariate GGMM: Application to Human Action Recognition

Fatma Najar, Sami Bourouis, Nizar Bouguila, 2018, 2018 IEEE Canadian Conference on Electrical & Computer Engineering (CCECE).

Deriving Probabilistic SVM Kernels From Flexible Statistical Mixture Models and its Application to Retinal Images Classification

Sami Bourouis, Nizar Bouguila, Atef Zaguia, 2019, IEEE Access.

Flexible Statistical Learning Model for Unsupervised Image Modeling and Segmentation

Fatma Najar, Sami Bourouis, Ines Channoufi, 2019, Unsupervised and Semi-Supervised Learning.

Unsupervised Human Action Categorization Using a Riemannian Averaged Fixed-Point Learning of Multivariate GGMM

Fatma Najar, Sami Bourouis, Nizar Bouguila, 2018, ICIAR.

A purely Bayesian approach for proportional visual data modelling

Sami Bourouis, Nizar Bouguila, Yacine Laalaoui, 2018, Int. J. Intell. Eng. Informatics.

Toward Effective Medical Image Analysis Using Hybrid Approaches - Review, Challenges and Applications

Sami Bourouis, Saeed Rubaiee, Anas Ahmed, 2020, Inf..

Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model

Sami Bourouis, Kamel Hamrouni, Ines Chennoufi, 2013, CIARP.

Image and video denoising by combining unsupervised bounded generalized gaussian mixture modeling and spatial information

Sami Bourouis, Nizar Bouguila, Kamel Hamrouni, 2018, Multimedia Tools and Applications.

Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach

Sami Bourouis, Kamel Hamrouni, Nacim Betrouni, 2008, ICIAR.

Network Anomaly Intrusion Detection Using a Nonparametric Bayesian Approach and Feature Selection

Sami Bourouis, Nizar Bouguila, Wajdi Alhakami, 2019, IEEE Access.

Fully Automatic Brain Tumor Segmentation Based on Multi-Modality MRI and Level-set

Sami Bourouis, Kamel Hamrouni, 2011, J. Ubiquitous Syst. Pervasive Networks.

Visual Scene Reconstruction Using a Bayesian Learning Framework

Sami Bourouis, Nizar Bouguila, Muhammad Azam, 2018, ICISP.

Deformable Model-Based Segmentation of Brain Tumor from MR Images

Sami Bourouis, Kamel Hamrouni, 2011 .

Inpainting forgery detection using hybrid generative/discriminative approach based on bounded generalized Gaussian mixture model

Sami Bourouis, Nizar Bouguila, Wajdi Alhakami, 2020, Applied Computing and Informatics.

Multiresolution Mesh Segmentation of MRI Brain Using Classification and Discrete Curvature

Sami Bourouis, Kamel Hamrouni, Mounir Dhibi, 2008, VISAPP.

Efficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition

Sami Bourouis, Nizar Bouguila, Roobaea Alroobaea, 2020, 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Local Analysis of Human Cortex in MRI Brain Volume

Sami Bourouis, 2014, TheScientificWorldJournal.

A Fast and Robust Method for Volumetric MRI Brain Extraction

Sami Bourouis, Kamel Hamrouni, 2008, VISAPP.

Oil Spill Detection in SAR Images Using Online Extended Variational Learning of Dirichlet Process Mixtures of Gamma Distributions

Sami Bourouis, Nizar Bouguila, Roobaea Alroobaea, 2021, Remote. Sens..

Nonparametric Bayesian Learning of Infinite Multivariate Generalized Normal Mixture Models and Its Applications

Sami Bourouis, Nizar Bouguila, Saeed Rubaiee, 2021, Applied Sciences.

Discriminative Learning Approach Based on Flexible Mixture Model for Medical Data Categorization and Recognition

Sami Bourouis, Nizar Bouguila, Roobaea Alroobaea, 2021, Sensors.

A Competitive Generalized Gamma Mixture Model for Medical Image Diagnosis

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2021, IEEE Access.