Fiche de MITERAN Johel
MITERAN Johel
PR
Adresse | 9 avenue Alain Savary - BP47870 - 21078 DIJON |
Localisation | Bâtiment I3M - Bureau 313 |
Tél. | 03 80 39 68 55 |
Johel.Miteran@u-bourgogne.fr |
- Publications
- Axes de recherche
Publications
Deivid Botina-Monsalve, Yannick Benezeth, Johel Mitéran. Performance analysis of remote photoplethysmography deep filtering using long short-term memory neural network. BioMedical Engineering OnLine, 2022, 21 (1), pp.69. ⟨10.1186/s12938-022-01037-z⟩. ⟨hal-03783358⟩
Yannick Benezeth, Simon Perche, Deivid Botina, Keisuke Nakamura, Randy Gomez, et al.. Data-Augmentation for Deep Learning Based Remote Photoplethysmography Methods. 2021 International Conference on e-Health and Bioengineering (EHB), Nov 2021, Iasi, Romania. pp.1-4, ⟨10.1109/EHB52898.2021.9657650⟩. ⟨hal-03544139⟩
Yoan Marin, Johel Mitéran, Julien Dubois, Barthélémy Heyrman, Dominique Ginhac. An FPGA-based design for real-time Super-Resolution Reconstruction. Journal of Real-Time Image Processing, In press, Special Issue, 17 (6), pp.1769-1785. ⟨10.1007/s11554-020-00944-5⟩. ⟨hal-02749722⟩
D. Botina-Monsalve, Yannick Benezeth, Richard Macwan, P. Pierrart, F. Parra, et al.. Long Short-Term Memory Deep-Filter in Remote Photoplethysmography. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2020, Seattle (virtual), United States. pp.1242-1249, ⟨10.1109/CVPRW50498.2020.00161⟩. ⟨hal-03110208⟩
Pierre Bonazza, Johel Mitéran, Dominique Ginhac, Julien Dubois. Machine Learning VS Transfer Learning - Smart Camera Implementation for Face Authentication. ACM 12th International Conference on Distributed Smart Cameras (ICDSC), Sep 2018, Eindhoven, Netherlands. ⟨hal-02766840⟩
Yoan Marin, Johel Mitéran, Julien Dubois, Barthélémy Heyrman, Dominique Ginhac. An FPGA-based design for real-time Super Resolution Reconstruction. ACM 12th International Conference on Distributed Smart Cameras (ICDSC), Sep 2018, Eindhoven, Netherlands. ⟨hal-02766735⟩
Pierre Bonazza, Johel Mitéran, Dominique Ginhac, Julien Dubois. Comparative study of deep learning and classical methods applied to face authentication in context of high constraints application. SPIE Security and Defence, Sep 2018, Berlin, Germany. ⟨hal-02766589⟩
Marie-Catherine Morgant, Johel Mitéran, Siyu Lin, Aline Laubriet, Alexandre Cochet, et al.. Impact of ascending aorta replacement by graft on elastic properties of descending thoracic aorta evaluated by cardiac magnetic resonance imaging. Magnetic Resonance Materials in Physics, Biology and Medicine, 2020, ⟨10.1007/s10334-020-00829-5⟩. ⟨hal-02470288⟩
Pierre Bonazza, Johel Miteran, Julien Dubois, Dominique Ginhac. Optimisation conjointe de la taille de stockage et des performances de modèles de classification pour l’authentification de visages. Gretsi 2017, Sep 2017, Juan les pins, France. ⟨hal-01670634⟩
J. Mitéran, O. Bouchot, A. Cochet, A. Lalande. Automatic determination of aortic compliance based on MRI and adapted curvilinear detector. Biomedical Signal Processing and Control, 2018, 40, pp.295 - 311. ⟨10.1016/j.bspc.2017.09.002⟩. ⟨hal-01670549⟩
Axes de recherche
Méthodes de classification, intelligence artificielle, Deep Learning, électronique, implantation temps réel (FPGA), traitement d’image, aide au diagnostic médical.
Projets :
- Mesure automatique de la compliance aortique
- Détection de chute de personnes
- Implantation de systèmes biométriques (reconnaissance de visage).
- Filtrage de signaux de type RPPG par réseaux LSTM