| [3] P. Barthe |
| Started July 2023 - Expected End in 2026 |
| Subject: Automatic slide diagnosis in digital pathology |
| Co-Supervisors: O. Lézoray, S. Bougleux, R. Brixtel |
| [2] L. Bour |
| Started October 2023 - Expected End in 2026 |
| Subject: Μanipulatiοn of latent representatiοns for the editiοn of faces in images and videοs |
| Co-Supervisors: O. Lézoray, C. Charrier |
| [1] J. Lasserve |
| Started September 2024 - Expected End in 2027 |
| Subject: Automated multimodal microscopy: an innovative approach, from data collection and structuring to the development of machine learning models. |
| Co-Supervisors: O. Lézoray, F. Auvray |
| [17] Z. Ibork |
| Subject: Exploitation of 3D meshes by convolution networks. |
| Defended October 2025 |
| Co-Supervisors: C. Charrier, O. Lézoray, A. Nouri, R. Taouahni |
| Committee: S. Azouzi, J. Dabounou, M. Ghogho, A. Karine, M.-C. Larabi |
| [16] R. Dufour |
| Subject: Instance segmentation in fisheye images and detection of skeletal keypoints in videos: application to video protection on board of the future autonomous train. |
| Defended November 2022 |
| Co-Supervisors: M. Berbineau, C. Meurie, O. Lézoray |
| Committee : C. Achard, S. Ainouz, F. Brémond |
| J. Haddad is now R&D Engineer at Imki (France). |
| [15] S. Benyahia |
| Deep learning pour l’aide au diagnostic des lésions cutanées. |
| Defended July 2022 |
| Co-Supervisors: B. Meftah, O. Lézoray |
| Committee : H. Teggar, R. Adjoudj, F. Boufera |
| S. Benyahia is now Assistant Professor at École Supérieure de Gestion et d'Economie Numérique of Tipaza (Algeria). |
| [14] H. Kadi |
| Exploring Personalized Medicine Data Using Data Mining Techniques. |
| Defended December 2021 |
| Co-Supervisors: B. Meftah, O. Lézoray |
| Committee : S. Boukli, K. Djemal, H. Cardot, S. Chouraqui |
| H. Kadi is now Engineer (Algeria). |
| [13] J. Haddad |
| Analysis of interactions in face-to-face commercial interview videos. |
| Defended December 2021 |
| Co-Supervisors: O. Lézoray, P. Hamel |
| Committee : Y. Ruicheck, F. Yang Song, R. Seguier |
| J. Haddad is now Back-End & Machine Learning Engineer at Wave.ai (France). |
| [12] J. Nicolle |
| Les automates dans l'antiquité : sources, fonctions et restitution virtuelle. |
| Defended September 2020 |
| Co-Supervisors: P. Fleury, O. Lézoray |
| Committee : G. Moreau, S. Richir, M.-T. Cam |
| J. Nicolle is now Research Engineer at CIREVE (France). |
| [11] T. Ben Chattah |
| Detection of fine structures in images. Application to nano-scale crack detection. |
| 2015 - 2019 (Undefended) |
| Co-Supervisors: O. Lézoray, S. Bougleux, K. Bsaïes |
| T. Ben Chattah is now Sotware Engineer at Infotel (France). |
| [10] C. Coniglio |
| Detection, tracking and reidentification of people in a network of cameras - Application to the management of passenger flows in multimodal context |
| 2013 - 2016 (Undefended) |
| Co-Supervisors: O. Lézoray, M. Berbineau, C. Meurie |
| C. Coniglio is now Senior Developer in Image Processing at CapGemini (France). |
| [9] S. Bovée |
| Le regard dans les interactions lors d'entretiens en face-à-face et son analyse parmi les signaux sociaux. |
| Defended December 2016 |
| Supervisors: O. Lézoray, P. Hamel |
| Committee : M. Chetouani, F. Morain-Nicolier, M. Revenu |
| S. Bovée is now Research Engineer at Zero To One Technology (France). |
| [8] A. Nouri |
| Cartes de saillance et évaluation de la qualité des maillages 3D. |
| Defended December 2016 |
| Supervisors: O. Lézoray, C. Charrier |
| Committee : A. Baskurt, J.-P. Van De Borre, C. Fernandez-Maloigne |
| A. Nouri is now Associate Professor at Université de Kénita (Morocco). |
| [7] M. Daisy |
| Inpainting basé motif d'images et de vidéos appliqué aux données stéréoscopiques avec carte de profondeur. |
| Defended December 2015 |
| Supervisor: O. Lézoray |
| Collaborator: D. Tschumperlé |
| Committee : Y. Gousseau, P. Pérez, C. Guillemot |
| M. Daisy is now Research Engineer at Dassault Systems (France). |
| [6] M. Hidane |
| Décompositions multi-échelles de données définies sur des graphes. |
| Defended March 2013 |
| Supervisor: O. Lézoray |
| Collaborator: A. Elmoataz |
| Committee : L. Blanc-Feraud, F. Malgouyres, A. Chambolle, J. Fadili |
| M. Hidane is now Associate Professor at INSA Centre Val de Loire (France). |
| [5] X. Desquesnes |
| Propagation de fronts et p-laplacien normalisé sur graphes : algorithmes et applications au traitement d'images et de données. |
| Defended December 2012 |
| Supervisor: A. Elmoataz |
| Collaborator: O. Lézoray |
| Committee : L. Najman, R. Deriche, M. Melkemi, R. Monneau |
| X. Desquesnes is now Associate Professor at the Orléans University (France). |
| [4] B. Meftah |
| Contribution des Réseaux de Neurones Temporels dans le Traitement des Images Animées. |
| Defended June 2011 |
| Co-Supervisors: A. Benyettou, O. Lézoray |
| Committee : M. Benyettou, N. Benamrane, O. Kazar, K. Benabdeslem |
| B. Meftah is now Associate Professor at the Mascara University (Algeria). |
| [3] V-T. Ta |
| Equations aux différences partielles définies sur des graphes pour le traitement d'images et de données. |
| Defended December 2 2010 |
| Supervisor: A. Elmoataz |
| Collaborator: O. Lézoray |
| Committee : P. Maragos, L. Najman, L. Cohen, J-M. Jolion, R. Malgouyres |
| V-T. Ta is now Associate Professor at the Bordeaux Polytechnic Institute (France). |
| [2] G. Lebrun |
| Sélection de modèles pour la classification supervisée avec des SVM. Application en traitement et analyse d'images |
| Defended November 24 2006 |
| Supervisor: H. Cardot |
| Collaborator: O. Lézoray, C. Charrier |
| Committee : M. Revenu, S. Canu, H. Paugam-Moisy |
| G. Lebrun is now Teacher at the Caen Engineering School ENSICAEN (France). |
| [1] C. Meurie |
| Segmentation d'images couleur par classification pixellaire et hiérarchie de partitions |
| Defended October, 25 2005 |
| Supervisor: A. Elmoataz |
| Collaborator: O. Lézoray |
| Committee : M. Revenu, P. Gouton, C. Fernandez-Maloigne, H. cardot, A. Elmoataz |
| C. Meurie is now a permament researcher at the French Institute of Science and Technology for transport, development and networks. |