Motion-DVAE: Unsupervised learning for fast human motion denoising

Author:

Fiche Guénolé1ORCID,Leglaive Simon1ORCID,Alameda-Pineda Xavier2ORCID,Séguier Renaud1ORCID

Affiliation:

1. CentraleSupélec, IETR (UMR CNRS 6164), France

2. Inria, Univ. Grenoble Alpes, CNRS, LJK, France

Funder

ANR

Publisher

ACM

Reference83 articles.

1. Thiemo Alldieck Marcus Magnor Bharat Lal Bhatnagar Christian Theobalt and Gerard Pons-Moll. 2019. Learning to reconstruct people in clothing from a single RGB camera. In Computer Vision and Pattern Recognition (CVPR). Thiemo Alldieck Marcus Magnor Bharat Lal Bhatnagar Christian Theobalt and Gerard Pons-Moll. 2019. Learning to reconstruct people in clothing from a single RGB camera. In Computer Vision and Pattern Recognition (CVPR).

2. Dragomir Anguelov , Praveen Srinivasan , Daphne Koller , Sebastian Thrun , Jim Rodgers , and James Davis . 2005 . SCAPE: Shape Completion and Animation of People. ACM Transactions on Graphics 24 (2005). Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, and James Davis. 2005. SCAPE: Shape Completion and Animation of People. ACM Transactions on Graphics 24 (2005).

3. Anurag Arnab Carl Doersch and Andrew Zisserman. 2019. Exploiting temporal context for 3D human pose estimation in the wild. In Computer Vision and Pattern Recognition (CVPR). Anurag Arnab Carl Doersch and Andrew Zisserman. 2019. Exploiting temporal context for 3D human pose estimation in the wild. In Computer Vision and Pattern Recognition (CVPR).

4. Emad Barsoum , John Kender , and Zicheng Liu . 2018 . Hp-gan: Probabilistic 3d human motion prediction via gan . In Computer Vision and Pattern Recognition Workshops (CVPRW). Emad Barsoum, John Kender, and Zicheng Liu. 2018. Hp-gan: Probabilistic 3d human motion prediction via gan. In Computer Vision and Pattern Recognition Workshops (CVPRW).

5. Xiaoyu Bie , Wen Guo , Simon Leglaive , Lauren Girin , Francesc Moreno-Noguer , and Xavier Alameda-Pineda . 2022 . Hit-dvae: Human motion generation via hierarchical transformer dynamical vae. arXiv preprint arXiv:2204.01565 (2022). Xiaoyu Bie, Wen Guo, Simon Leglaive, Lauren Girin, Francesc Moreno-Noguer, and Xavier Alameda-Pineda. 2022. Hit-dvae: Human motion generation via hierarchical transformer dynamical vae. arXiv preprint arXiv:2204.01565 (2022).

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