Romain Guesdon
Former LIRIS member since: 2023-12-31
| Quality | Teaching Assistant |
| Team(s) | Imagine |
| Institution | Université Lumière Lyon 2 |
| Thesis | Human pose estimation using deep learning: application to passengers in autonomous vehicles (click to view details) |
Publications (IdHAL : romain-guesdon)
Publications LIRIS pour Romain Guesdon (7)
- 2024 (1)
- HDR, thesis (1)
- Thesis (1)
- Romain Guesdon (2024). "Estimation de poses humaines par apprentissage profond : application aux passagers des véhicules autonomes". HAL : tel-04496865.
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- 2023 (3)
- Conferences (2)
- International conferences with peer review (2)
- Carlos Crispim-Junior, Romain Guesdon, Christophe Jallais, Florent Laroche, Stéphanie Souche-Lecorvec & Laure Rodet (2023). "AutoExp: A multidisciplinary, multi-sensor framework to evaluate human activities in self-driving cars". 26th IEEE International Conference on Intelligent Transportation Systems (ITSC 2023), 28 septembre 2023, Bilbao (France). doi : 10.1109/ITSC57777.2023.10421877. ArXiv : 2306.03115. HAL : hal-04331629. .
- Romain Guesdon, Carlos Crispim-Junior & Laure Tougne (2023). "Synthetic Driver Image Generation for Human Pose-Related Tasks". International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 21 février 2023, Lisbonne (Portugal). doi : 10.5220/0011780800003417. HAL : hal-03936401. .
- Others (1)
- Carlos Crispim-Junior, Romain Guesdon, Christophe Jallais, Georges Beurier, Xuguang Wang, Florent Laroche, Stéphanie Souche-Lecorvec & Laure Rodet (2023). "A glimpse at the first results of the AutoBehave project: a multidisciplinary approach to evaluate the usage of our travel time in self-driving cars". RoBustness and Reliability of Autonomous Vehicles in the Open-world workshop in conjunction with International Conference on Computer Vision, 3 décembre 2023, Paris (France). Poster. HAL : hal-04331707. .
- 2022 (2)
- Conferences (1)
- International conferences with peer review (1)
- Romain Guesdon, Carlos Crispim-Junior & Laure Tougne (2022). "Multitask Metamodel for Keypoint Visibility Prediction in Human Pose Estimation". International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 6 février 2022, Virtual Conference (France). doi : 10.5220/0010831200003124. HAL : hal-03471147. .
- Reports (1)
- Research reports/tecnical reports (1)
- Carlos Crispim-Junior, Romain Guesdon, Christophe Jallais, Florent Laroche, Stephanie Souche-Le Corvec, Xuguang Wang, Georges Beurier & Laure Rodet (2022). "AutoExp: A multidisciplinary, multi-sensor framework to evaluate the acceptability of self-driving cars". HAL : hal-03825090. .
- 2021 (1)
- Conferences (1)
- International conferences with peer review (1)
- Romain Guesdon, Carlos Crispim-Junior & Laure Tougne (2021). "DriPE: A Dataset for Human Pose Estimation in Real-World Driving Settings". 2nd Autonomous Vehicle Vision (AVVision) - International Conference on Computer Vision (ICCV) Workshop, 11 octobre 2021, Virtual Conference (France). doi : 10.1109/ICCVW54120.2021.00321. HAL : hal-03380579. .