Profile Marwa Jabberi
First Name
Marwa
Last Name
Jabberi
Address
Num 2 Rue Hamza Hammam Sousse Sahloul Sousse 4011
Zip code
3038
Biography
Marwa Jabberi was born on May 25, 1990, in Tunisia. She holds a Ph.D. in Computer Science from the Institut Supérieur d'Informatique et des Technologies de Communication de Sousse (ISITCOM), specializing in computer vision and artificial intelligence. She is currently a contractual doctor and lecturer at ISITCOM and an active member of the ReGIM-Lab (Research Groups in Intelligent Machines), University of Sfax. Her research focuses on 3D face analysis and recognition, deep learning for visual data modeling, 3D reconstruction, and convolutional neural networks, with particular emphasis on robustness to pose variation and spoofing attacks. She also works on AI-driven medical imaging applications, notably in next-generation maxillofacial surgery integrating intelligent 3D analysis techniques. In parallel with her research activities, she is deeply involved in university teaching in Artificial Intelligence, Big Data, Python programming, and distributed systems, contributing to the training of engineers and master’s students in advanced AI technologies. Her academic journey reflects a strong commitment to advancing intelligent systems and applying artificial intelligence to real-world scientific and medical challenges.
Research Interests
3D processing; GANs; 3D CNNs; Face Recognition; 3D face alignment; 3D data augmentation; Feature extraction
H-index: 6 Total citation: 155
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Green AI Meets Explainability: Beta-Wavelet Convolutional Neural Networks for Image Classification A Abayed, M Jabberi, TM Hamdani, K Ouahada, AM Alimi |
Arabian Journal for Science and Engineering, 1-31, 2026 | 2026 | 0 |
| An Integrated Pipeline for Text-Driven 3D Face Synthesis and Enhancement Using Generative Image Models and 3D Reconstruction AR Abdulkareem, M Jabberi, I Jarraya, TM Hamdani, AM Alimi |
IEEE Access, 2026 | 2026 | 1 |
| GradSwap: Training-Free Diffusion for Efficient Face Swapping. E BenSaid, M Jabberi, M Neji, AM Alimi |
ICAART (3), 2692-2699, 2026 | 2026 | 0 |
| A Unified Pipeline for 2D Face Synthesis, Restoration, and Mask‑Guided Editing with Generative Image Models. AR Abdulkareem, M Jabberi, I Jarraya, TM Hamdani, AM Alimi |
ICAART (2), 1685-1699, 2026 | 2026 | 0 |
| Deep Isoline Attack for Imperceptible Adversarial Perturbation on Face Recognition Systems E BenSaid, M Jabberi, M Neji, AM Alimi |
International Conference on Advanced Concepts for Intelligent Vision Systems�…, 2025 | 2025 | 1 |
| Deep keypoints adversarial attack on face recognition systems E BenSaid, M Neji, M Jabberi, AM Alimi |
Neurocomputing 621, 129295, 2025 | 2025 | 16 |
| Application of adversarial volumetric CNNs to 3D face generation using latent space Gaussian embeddings AR Abdulkareem, M Jabberi, I Jarraya, TM Hamdani, K Ouahada, ... |
Iraqi Journal for Computer Science and Mathematics 6 (4), 14, 2025 | 2025 | 2 |
| Stereo image super resolution reinforced by non-local means denoising (nlmd) algorithm AS Rasheed, M Jabberi, TM Hamdani, AM Alimi |
2024 17th International Conference on Development in eSystem Engineering�…, 2024 | 2024 | 6 |
| PIXGAN-drone: 3D avatar of human body reconstruction from multi-view 2D images AS Rasheed, M Jabberi, TM Hamdani, AM Alimi |
IEEE Access 12, 74762-74776, 2024 | 2024 | 11 |
| Exploring the potential of high-resolution drone imagery for improved 3D human avatar reconstruction: A comparative study with mobile images AS Rasheed, M Jabberi, TM Hamdani, AM Alimi |
Pacific-Rim Symposium on Image and Video Technology, 167-181, 2023 | 2023 | 11 |
| 68 landmarks are efficient for 3D face alignment: What about more? 3D face alignment method applied to face recognition M Jabberi, A Wali, BB Chaudhuri, AM Alimi |
Multimedia tools and applications 82 (27), 41435-41469, 2023 | 2023 | 51 |
| Face shapenets for 3d face recognition M Jabberi, A Wali, B Neji, T Beyrouthy, AM Alimi |
IEEE Access 11, 46240-46256, 2023 | 2023 | 36 |
| Generative data augmentation applied to face recognition M Jabberi, A Wali, AM Alimi |
2023 International Conference on Information Networking (ICOIN), 242-247, 2023 | 2023 | 20 |
| Gradient-Guided Diffusion for High-Fidelity Face Anonymization E BenSaid, M Jabberi, M Neji, AM Alimi |
0 | 0 |
