Human4d
Human4d
Publications
Revision as of 10:57, 12 April 2024 by Hyewon Seo (talk | contribs)
- G. Luo, Z. Deng, X. Jin, X. Zhao, W. Zeng, W. Xie, H. Seo, “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.
- H. Seo, G. Luo, " 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.
- H. Seo H., K. Zou, F. Cordier, "DSNet: Dynamic skin deformation prediction by Recurrent Neural Network", Proc. Computer Graphics International 2021, Lecture Notes in Computer Science, Springer Verlag, 2021.
- 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
- 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
- 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
- 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
- C. Lemeunier, F. Denis, G. Lavoué, F. Dupont, "Representation learning of 3D meshes using an Autoencoder in the spectral domain". In Computers & Graphics (Vol. 107, pp. 131–143), 2022, Elsevier BV. https://doi.org/10.1016/j.cag.2022.07.011
- 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
- K. Zou, B. Yu, H. Seo, "3D Facial Expression Generator Based on Transformer VAE", IEEE International Conference on Image Processing 2023.
- 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.
- 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.
- 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.
- P. Galmiche, H. Seo, "Groupwise Shape Correspondence Refinement with a Region of Interest Focus", Computers Graphics Forum (Proc. Pacific Graphics), 2023.
- 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
- Aymen Merrouche, Joao Regateiro, Stefanie Wuhrer, Edmond Boyer, Deformation-Guided Unsupervised Non-Rigid Shape Matching, BMVC (British Machine Vicion Conference) 2023.
- 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
- K. Zou, S. Faisan, B. Yu, S. Valette, H. Seo, “4D Facial Expression Diffusion Model”, ACM Trans. Multimedia Computing, Communications, and Applications, 2024.
- Boyang Yu, Frederic Cordier, Hyewon Seo, Inverse Garment and Pattern Modeling with a Differentiable Simulator, https://arxiv.org/abs/2403.06841.