Publications

1. Luo G., Deng, Z., Jin, X. Zhao, X., Zeng, W., Xie, W. Seo, H., “Spatio-temporal Segmentation based Adaptive Compression of Dynamic Mesh Sequences”, ACM Trans. Multimedia Computing, Communications, and Applications, Article No.14, Vol. 16, No. 1, 2020.
2. Seo H., Luo G., " Generating 3D Facial Expressions with Recurrent Neural Networks", In: Thalmann N.M., Zhang J.J., Ramanathan M., Thalmann D. (eds) Intelligent Scene Modeling and Human-Computer Interaction. Human–Computer Interaction Series. Springer, https://doi.org/10.1007/978-3-030-71002-6_11, 2021.
3. Seo H., Zou K., Cordier F., "DSNet: Dynamic skin deformation prediction by Recurrent Neural Network", Proc. Computer Graphics International 2021, Lecture Notes in Computer Science, Springer Verlag, 2021.
4. E. Pierson, J-C. Alvarez-Paiva, M. Daoudi, "Projection-based classification of surfaces for 3D human mesh sequence retrieval" Computers & Graphics 2021. https://arxiv.org/abs/2111.13985
5. E. Pierson, M. Daoudi, A-B. Tumpach, "A Riemannian Framework for Analysis of Human Body Surface", Winter Conference on Applications of Computer Vision, WACV 2022.https://arxiv.org/abs/2108.11449
6. N. Otberdout, C. Ferrari, M. Daoudi, S. Berretti, A. Del Bimbo, "Sparse to Dense Dynamic 3D Facial Expression Generation", IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 19-24 juin 2022, New Orleans-Luoisiana (USA).https://arxiv.org/abs/2105.07463
7. E. Pierson, M. Daoudi, S. Arguillere, "3D Shape Sequence of Human Comparison using Current and Varifolds", European Conference on Computer Vision, Oct. 23-27 2022, Tel Aviv.https://arxiv.org/abs/2207.12485
8. Lemeunier, C., Denis, F., Lavoué, G., & Dupont, F. (2022). "Representation learning of 3D meshes using an Autoencoder in the spectral domain". In Computers & Graphics (Vol. 107, pp. 131–143). Elsevier BV. https://doi.org/10.1016/j.cag.2022.07.011
9. F. Principi, S. Berretti, C. Ferrari, N. Otberdout, M. Daoudi, A. Del Bimbo, "4D Facial Expression Dataset", IEEE International Conference on Automatic Face and Gesture Recognition 2023, Waikoloa, Hawaii, USA.https://arxiv.org/pdf/2210.16807.pdf
10. K. Zou, B. Yu, H. Seo, "3D Facial Expression Generator Based on Transformer VAE", IEEE International Conference on Image Processing 2023.
11. Thomas Besnier, Sylvain Arguillère, Emery Pierson, Mohamed Daoudi, "Toward mesh-invariant 3D generative deep learning with geometric measures", Computers & Graphics, doi.org/10.1016/j.cag.2023.06.027, 2023.
12. Emmanuel Hartman, Emery Pierson, Martin Bauer, Nicolas Charon, Mohamed Daoudi, "BaRe-ESA:A Riemannian Framework for Unregistered Human Body Shapes", ICCV, https://arxiv.org/pdf/2211.13185.pdf, 2023.
13. Clément Lemeunier, Florence Denis, Guillaume Lavoué & Florent Dupont, "SpecTrHuMS: Spectral transformer for human mesh sequence learning", Computers and Graphics, doi : 10.1016/j.cag.2023.07.001, 2023.
14. Pierre Galmiche, Hyewon Seo, "Groupwise Shape Correspondence Refinement with a Region of Interest Focus", Computers Graphics Forum (Proc. Pacific Graphics), 2023.
15. Matthieu Armando, Laurence Boissieux, Edmond Boyer, Jean-Sebastien Franco, Martin Humenberger, Christophe Legras, Vincent Leroy, Mathieu Marsot, Julien Pansiot, Sergi Pujades, Rim Rekik, Gregory Rogez, Anilkumar Swamy, Stefanie Wuhrer, “4DHumanOutfit: a multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements”, https://arxiv.org/abs/2306.07399
16. Aymen Merrouche, Joao Regateiro, Stefanie Wuhrer, Edmond Boyer, Deformation-Guided Unsupervised Non-Rigid Shape Matching, BMVC (British Machine Vicion Conference) 2023.
17. N. Otberdout, C. Ferrari, M. Daoudi, S. Berretti, A. Del Bimbo, “Generating Multiple 4D Expression Transitions by Learning Face Landmark Trajectories”, IEEE Trans. Affective Computing
18. K. Zou, S. Faisan, B. Yu, S. Valette, H. Seo, “4D Facial Expression Diffusion Model”, ACM Trans. Multimedia Computing, Communications, and Applications, 2024.
19. Boyang Yu, Frederic Cordier, Hyewon Seo, Inverse Garment and Pattern Modeling with a Differentiable Simulator, https://arxiv.org/abs/2403.06841.