Home › Researcher directory › Ezzeddine Zagrouba
Ezzeddine Zagrouba
Affiliation : Tunis University · Tunis El Manar University
- 162Publications (affiliation in Tunisia)
- 255Total publications
- 2573Citations
- 22h-index
Research profile
Ezzeddine Zagrouba has 162 indexed publications (2017–2026). Their work appears mainly in “Lecture notes in computer science”, “Multimedia Tools and Applications” and “International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP)”. Their most cited article, “Abnormal behavior recognition for intelligent video surveillance systems: A review” (2017), has been cited 361 times. 23 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France, Saudi Arabia.
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Create my free profile Add my publicationsResearch areas
- Image Retrieval and Classification Techniques
- Medical Image Segmentation Techniques
- Advanced Steganography and Watermarking Techniques
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
Publications (162)
- Deep Hybrid Conv2D–Swin Transformer Network for Resilient and High-Fidelity Video Watermarking
- DeepMosaicMark: A residual attention-based framework for video watermarking
- Big Data Visualization and Processing for Multiuser Virtual Reality Educational Applications
- Interactive Graph Visualization Framework in Virtual Reality Environments
- Quality Evaluation of Graph Visualization in Virtual Reality Settings
- Visualization and Evaluation of Biological Network Applications in Virtual Reality Environments
- EMO-GNN: Graph Neural Networks for Explainable Mono-and-Multi-label Emotion Detection
- A Digital Twin-Based Deep Reinforcement Learning Framework for Adaptive Scheduling in 5G/6G Networks
- Multi-Agent-Based Approaches for Cooperative Traffic Management in C-ITS: Systematic Literature Review (SLR)
- Optimized design and evaluation of immersive multiuser virtual reality educational applications
- A Comprehensive Evaluation Framework for Virtual Reality Applications in Biological Data Visualization: Metrics, Validation, and Expert Assessment
- AI-Driven Biometric Authentication in IoT Systems: A Survey on Trade-Offs, Modalities, and Comparative Performance With Non-AI Approaches
- A comprehensive overview of deep learning based video watermarking: current works, challenges and future trends
- RLA-DDTC: A Reinforcement Learning Agent-based approach for Decision-making for Dynamic Traffic Control in C-ITS systems
- Multi-Agent Based Framework for Cooperative Traffic Management in C-ITS System
- Mobile Agents-Based Framework for Dynamic Resource Allocation in Cloud Computing
- An efficient and autonomous dynamic resource allocation in cloud computing with optimized task scheduling
- Improved Two-Stage Transfer Learning Approach for ViT-Based Myocardial Infarction Detection
- The Role of Virtual Reality Technology in Knowledge Acquisition: A Systematic Review
- MAAVSL-HIT2FS: Multi-Agent Based Architecture for Variable Speed Limit Decision making based on Hierarchical Interval Type 2 Fuzzy System
- Unsupervised Object Cosegmentation Method Devoted to Image Classification
- Quality Assessment of Virtual Reality Software Applications
- Cerebral Cortex Extraction Methods Based on a Priori Knowledge for T1-Weighted MRI Images
- A comprehensive survey on object detection in Visual Art: taxonomy and challenge
- Explainable AI for Deep Learning Based Potato Leaf Disease Detection
- A Robust Deep Learning-Based Video Watermarking Using Mosaic Generation
- Towards Explainability in Using Deep Learning for Face Detection in Paintings
- A new efficient anaglyph 3D image and video watermarking technique minimizing generation deficiencies
- Multi-View-Based Apple Maturity Classification Using Similarity Network Fusion Versus Classical Machine Learning Classifiers
- A comprehensive review of video watermarking technique in deep learning environments
- Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance
- Hierarchical Convolutional Neural Networks for Leaf Disease Detection
- An Efficient Anaglyph 3D Content based Video Retrieval using Watermarking Technique
- An eXplainable Artificial Intelligence Method for Deep Learning-Based Face Detection in Paintings
- Generalized Multi-modal Medical Image Fusion Method using NSML and WLF in NSST Domain and YIQ color space
- 3D Shape and Texture Features Fusion using Auto-Encoder for Efficient Face Recognition
- Medical Image Fusion Based On Hybrid Intelligence and Local Energy In The Nonsubsampled Shearlet Domain
- Multimodal medical image fusion review: Theoretical background and recent advances
- Deep 3D-LBP: CNN-based fusion of shape modeling and texture descriptors for accurate face recognition
- Glioma classification via MR images radiomics analysis
- A Secure Integrated Fog Cloud-IoT Architecture based on Multi-Agents System and Blockchain
- New Challenges of Face Detection in Paintings based on Deep Learning
- Robust anaglyph 3D video watermarking based on cyan mosaic generation and DCT insertion in Krawtchouk moments
- Person Re-Identification from different views based on dynamic linear combination of distances
- Spatiotemporal feature based convolutional neural network for violence detection
- Multi-Agent-Based Framework for Resource Allocation in Cloud Computing
- A Mobile Agent-Based Framework to Monitor and Manage Interoperability of C-ITS Services in Vehicles
- Toward a Robust Shape and Texture Face Descriptor for Efficient Face Recognition in the Wild
- KS‐FQA: Keyframe selection based on face quality assessment for efficient face recognition in video
- KeyFrame extraction based on face quality measurement and convolutional neural network for efficient face recognition in videos
- Unsupervised Image-Adapted Local Fisher Discriminant Analysis to Reduce Hyperspectral Images Without Ground Truth
- Face Retrieval in Videos using Face Quality Assessment and Convolution Neural Networks
- An Invisible Hybrid 3D Video Watermarking Robust Against Malicious Attacks
- Modeling Trajectories for 3D Motion Analysis
- Multi-modal Image Fusion Based on Weight Local Features and Novel Sum-Modified-Laplacian in Non-subsampled Shearlet Transform Domain
- Skeleton-based comparison of throwing motion for handball players
- Multi-kernel sparse subspace clustering on the Riemannian manifold of symmetric positive definite matrices
- A comprehensive overview of relevant methods of image cosegmentation
- A Review on Anaglyph 3D Image and Video Watermarking
- A Multi-sprite Based Anaglyph 3D Video Watermarking Approach Robust Against Collusion
- An Efficient Anaglyph 3D Video Watermarking Approach Based on Hybrid Insertion
- Class-adapted local fisher discriminant analysis to reduce highly-dimensioned data on commodity hardware: application to hyperspectral images
- A Robust Anaglyph 3D Video Watermarking based on Multi-sprite Generation
- Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition
- Transfer learning with multiple convolutional neural networks for soft tissue sarcoma MRI classification
- Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition
- Optimisation of linear dependence energy for object co‐segmentation in a set of images with heterogeneous contents
- Towards fast and parameter-independent support vector data description for image and video segmentation
- Intra and Inter Spatial Color Descriptor for Content Based Image Retrieval
- Simultaneous Semi-supervised Segmentation of Category-Independent Objects from a Collection of Images
- Convolutional neural network-based multimodal image fusion via similarity learning in the shearlet domain
- Deep feature learning for soft tissue sarcoma classification in MR images via transfer learning
- Non‐subsampled shearlet transform based MRI and PET brain image fusion using simplified pulse coupled neural network and weight local features in YIQ colour space
- Key frame extraction for video summarization using local description and repeatability graph clustering
- False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification
- A robust video watermarking based on feature regions and crowdsourcing
- 3-D Shearlet Transform Based Feature Extraction for Improved Joint Sparse Representation HSI Classification
- An Efficient Group of Pictures Decomposition based Watermarking for Anaglyph 3D Video
- Fuzzy VA-Files for multi-label image annotation based on visual content of regions
- Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures
- A Video Dataset for an Efficient Camcording Attack Evaluation
- Abnormal behavior recognition for intelligent video surveillance systems: A review
- Spatio-temporal feature using optical flow based distribution for violence detection
- Key frames extraction using graph modularity clustering for efficient video summarization
- Online multi-sprites based video watermarking robust to collusion and transcoding attacks for emerging applications
- Modeling clinician medical-knowledge in terms of med-level features for semantic content-based mammogram retrieval
- Multimodal Medical Image Fusion Using Modified PCNN Based on Linking Strength Estimation by MSVD Transform
- Independent component analysis-based band selection techniques for hyperspectral images analysis
- Robust Video Watermarking Approach Based on Crowdsourcing and Hybrid Insertion
- A Robust Video Watermarking for Real-Time Application
- Impact of Feature Extraction and Feature Selection Techniques on Extended Attribute Profile-based Hyperspectral Image Classification
- Image Retrieval Using Spatial Dominant Color Descriptor
- Adaptive Region Based Active Contour Model for Image Segmentation
- Analysis of Skeletal Shape Trajectories for Person Re-Identification
- Multimodal Image Fusion Based on Non-subsampled Shearlet Transform and Neuro-Fuzzy
- Enhanced Similarity Measure for Sparse Subspace Clustering Method
- Bayesian Approach in Kendall Shape Space for Plant Species Classification
- On Combining Imputation Methods for Handling Missing Data
- Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification
- Overlapping area hyperspheres for kernel-based similarity method
Publication venues
- Lecture notes in computer science × 11
- Multimedia Tools and Applications × 8
- International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) × 7
- Communications in computer and information science × 5
- Expert Systems with Applications × 5
- International Conference on Agents and Artificial Intelligence (ICAART) × 4
Publications per year
- 20268
- 20254
- 202411
- 202312
- 20222
- 202111
- 20207
- 201915
- 201811
- 201719
Collaborations
Partner institutions : Manouba University · University of Carthage · University of Sousse · Université Tunis Carthage · National School of Computer Science
Co-authors’ countries : France · Saudi Arabia
Co-authors
- Walid Barhoumi
- Saoussen Ben Jabra
- Olfa Mourali
- Sahbi Bahroun
- Sonia Bouzidi
- Musaab Osamah Anwer
- Abir Gallas
- Amani Elaoud
- Hajer Ouerghi
- Asma Kerbiche
- Dorra Dhaou
- Héla Hachicha
Bibliographic data from OpenAlex (open database).
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