Baptiste Chopin

Degree:Dr.
Position:PostDoc
Office:D19 2.08
Email:baptiste.chopin@h-da.de
Telephone:

CV

Baptiste Chopin is currently a Postdoctoral Reearcher in the biometric and security research group at Hochschule Darmstadt, Germany. Previously, he received his Ph.D. degree at the University of Lille, France and he obtained his engineering degree in computer science from IMT Nord Europe, France. His research concern computer vision and the generation of human body and face motion with application to cognitive sciences.

Publications

Journals

  • B. Chopin, N. Otberdout, M. Daoudi and A. Bartolo, „3-D Skeleton-Based Human Motion Prediction With Manifold-Aware GAN,“ in IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 5, no. 3, pp. 321-333, July 2023, doi: 10.1109/TBIOM.2022.3215067.
  • B. Chopin, H. Tang, N. Otberdout, M. Daoudi and N. Sebe, „Interaction Transformer for Human Reaction Generation,“ in IEEE Transactions on Multimedia, vol. 25, pp. 8842-8854, 2023, doi: 10.1109/TMM.2023.3242152

Conferences

  • B. Chopin, H. Tang and M. Daoudi, „Bipartite Graph Diffusion Model for Human Interaction Generation,“ 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 2024, pp. 5321-5330, doi: 10.1109/WACV57701.2024.00525.
  • B. Chopin, N. Otberdout, M. Daoudi and A. Bartolo, „Human Motion Prediction Using Manifold-Aware Wasserstein GAN,“ 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), Jodhpur, India, 2021, pp. 1-8, doi: 10.1109/FG52635.2021.9667071.

Conference Workshops

  • Chopin, B., Daoudi, M., Bartolo, A. (2024). Avatar Reaction to Multimodal Human Behavior. In: Foresti, G.L., Fusiello, A., Hancock, E. (eds) Image Analysis and Processing – ICIAP 2023 Workshops. ICIAP 2023. Lecture Notes in Computer Science, vol 14365. Springer, Cham. https://doi.org/10.1007/978-3-031-51023-6_41

Thesis

  • Ph.D. in computer science ; University of Lille; France ; „New approaches for predicting and generating human motions from 3D skeletons: application to non-verbal social interactions in virtual reality“ ; March 2023