Mehdi Atamna
Teaching Assistant (access thesis page)
| Team(s) | Imagine |
| Institution | Université Lumière Lyon 2 |
| Location | Bron (Université Lyon2) |
| mehdi.atamna at liris.cnrs.fr | |
| Thesis | Deepfake detection using image processing and attention mechanisms (click to view details) |
Publications (IdHAL : mehdi-atamna)
Publications LIRIS pour Mehdi Atamna (4)
- 2026 (1)
- Conferences (1)
- International conferences with peer review (1)
- Mehdi Atamna, Iuliia Tkachenko & Serge Miguet (2026). "HFVideoSwin: High-Frequency Spatio-Temporal Features for More Generalizable Deepfake Video Detection". 2026 International Conference on Pattern Recognition, 22 août 2026, Lyon (France). HAL : hal-05656804.
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- 2024 (1)
- Conferences (1)
- International conferences with peer review (1)
- Mehdi Atamna, Iuliia Tkachenko & Serge Miguet (2024). "WaveConViT: Wavelet-Based Convolutional Vision Transformer for Cross-Manipulation Deepfake Video Detection". Proc. of MMforWILD 2024, 3rd Workshop on MultiMedia FORensics in the WILD, 5 décembre 2024, Kolkata (India), pp. 211-225. doi : 10.1007/978-3-031-88223-4_16. HAL : hal-04880119. .
- 2023 (1)
- Conferences (1)
- International conferences with peer review (1)
- Mehdi Atamna, Iuliia Tkachenko & Serge Miguet (2023). "Improving Generalization in Facial Manipulation Detection Using Image Noise Residuals and Temporal Features". 2023 IEEE International Conference on Image Processing (ICIP), 11 octobre 2023, Kuala Lumpur (Malaysia), pp. 3424-3428. doi : 10.1109/ICIP49359.2023.10222043. HAL : hal-04206611. .
- 2022 (1)
- Conferences (1)
- National conferences with peer review (1)
- Mohamed Atamna, Iuliia Tkachenko & Serge Miguet (2022). "Détection de Deepfakes par Réseaux de Convolution : Performances et Limites Actuelles". XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 6 septembre 2022, Nancy (France). HAL : hal-03769784. .