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Sami Bourouis
Affiliation : Taif University
- 33Publications (affiliation in Tunisia)
- 147Total publications
- 4806Citations
- 41h-index
Research profile
Sami Bourouis has 33 indexed publications (2008–2024). Their work appears mainly in “Lecture notes in computer science”, “Multimedia Tools and Applications” and “International Conference on Advanced Technologies for Signal and Image Processing”. Their most cited article, “Network Anomaly Intrusion Detection Using a Nonparametric Bayesian Approach and Feature Selection” (2019), has been cited 131 times. Their work is co-authored with at least 6 researchers, including institutions in Saudi Arabia.
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Create my free profile Add my publicationsResearch areas
- Bayesian Methods and Mixture Models
- Medical Image Segmentation Techniques
- Speech Recognition and Synthesis
- Speech and Audio Processing
- Bayesian Modeling and Causal Inference
Publications (33)
- Deep learning techniques for hand vein biometrics: A comprehensive review
- Recent Advances in Digital Multimedia Tampering Detection for Forensics Analysis
- Color object segmentation and tracking using flexible statistical model and level-set
- Toward Effective Medical Image Analysis Using Hybrid Approaches—Review, Challenges and Applications
- Efficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition
- Network Anomaly Intrusion Detection Using a Nonparametric Bayesian Approach and Feature Selection
- Unsupervised learning of finite full covariance multivariate generalized Gaussian mixture models for human activity recognition
- Bayesian inference framework for bounded generalized Gaussian‐based mixture model and its application to biomedical images classification
- A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models
- Inpainting forgery detection using hybrid generative/discriminative approach based on bounded generalized Gaussian mixture model
- Flexible Statistical Learning Model for Unsupervised Image Modeling and Segmentation
- Online Recognition via a Finite Mixture of Multivariate Generalized Gaussian Distributions
- Image and video denoising by combining unsupervised bounded generalized gaussian mixture modeling and spatial information
- Hybrid Statistical Framework for Diabetic Retinopathy Detection
- Unsupervised Human Action Categorization Using a Riemannian Averaged Fixed-Point Learning of Multivariate GGMM
- Color image segmentation with bounded generalized Gaussian mixture model and feature selection
- A Fixed-Point Estimation Algorithm for Learning the Multivariate GGMM: Application to Human Action Recognition
- Entropy‐based variational Bayes learning framework for data clustering
- Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation
- A Flexible Statistical Model for Image Denoising
- Visual Scene Reconstruction Using a Bayesian Learning Framework
- A Comparison Between Different Gaussian-Based Mixture Models
- Video Forgery Detection Using a Bayesian RJMCMC-Based Approach
- Deformable models based object tracking: Challenges and current researches
- Local Analysis of Human Cortex in MRI Brain Volume
- Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model
- Unsupervised video objects detection and tracking using region based level-set
- Deformable Model-Based Segmentation of Brain Tumor from MR Images
- 3D SEGMENTATION OF MRI BRAIN USING LEVEL SET AND UNSUPERVISED CLASSIFICATION
- Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach
- An Efficient Framework for Brain Tumor Segmentation in Magnetic Resonance Images
- MULTIRESOLUTION MESH SEGMENTATION OF MRI BRAIN USING CLASSIFICATION AND DISCRETE CURVATURE
- A FAST AND ROBUST METHOD FOR VOLUMETRIC MRI BRAIN EXTRACTION
Publication venues
- Lecture notes in computer science × 7
- Multimedia Tools and Applications × 3
- International Conference on Advanced Technologies for Signal and Image Processing × 2
- Unsupervised and semi-supervised learning × 2
- IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) × 2
- International Conference on Computer Vision Theory and Applications × 2
Publications per year
- 20241
- 20204
- 20197
- 20189
- 20172
- 20161
- 20141
- 20131
- 20121
- 20111
Collaborations
Partner institutions : Tunis El Manar University · National Engineering School of Tunis · University of Jeddah · Tunis University · École Supérieure Privée d'Ingénierie et de Technologies
Co-authors’ countries : Saudi Arabia
Co-authors
Bibliographic data from OpenAlex (open database).
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