Human4d
Human4d
Publications
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- 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, 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.
- T. Besnier, S. Arguillère, E. Pierson, M. Daoudi, "Toward mesh-invariant 3D generative deep learning with geometric measures", Computers & Graphics, doi.org/10.1016/j.cag.2023.06.027, 2023.
- E. Hartman, E. Pierson, M. Bauer, N. Charon, M. Daoudi, "BaRe-ESA:A Riemannian Framework for Unregistered Human Body Shapes", ICCV, https://arxiv.org/pdf/2211.13185.pdf, 2023.
- C. Lemeunier, F. Denis, G. Lavoué, F. 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.
- M. Armando, L. Boissieux, E. Boyer, J.-S. Franco, M. Humenberger, C. Legras, V. Leroy, M. Marsot, J. Pansiot, S. Pujades, R. Rekik, G. Rogez, A. Swamy, S. Wuhrer, “4DHumanOutfit: a multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements”, https://arxiv.org/abs/2306.07399
- A. Merrouche, J. Regateiro, S. Wuhrer, E. Boyer, "Deformation-Guided Unsupervised Non-Rigid Shape Matching", 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.
- B. Yu, F. Cordier, H. Seo, "Inverse Garment and Pattern Modeling with a Differentiable Simulator", https://arxiv.org/abs/2403.06841.