Motiondiffuse: Text-driven human motion generation with diffusion model

M Zhang, Z Cai, L Pan, F Hong, X Guo, L Yang… - arXiv preprint arXiv …, 2022 - arxiv.org
Human motion modeling is important for many modern graphics applications, which typically
require professional skills. In order to remove the skill barriers for laymen, recent motion …

Generating diverse and natural 3d human motions from text

C Guo, S Zou, X Zuo, S Wang, W Ji… - Proceedings of the …, 2022 - openaccess.thecvf.com
Automated generation of 3D human motions from text is a challenging problem. The
generated motions are expected to be sufficiently diverse to explore the text-grounded …

Tm2t: Stochastic and tokenized modeling for the reciprocal generation of 3d human motions and texts

C Guo, X Zuo, S Wang, L Cheng - European Conference on Computer …, 2022 - Springer
Inspired by the strong ties between vision and language, the two intimate human sensing
and communication modalities, our paper aims to explore the generation of 3D human full …

Motion-x: A large-scale 3d expressive whole-body human motion dataset

J Lin, A Zeng, S Lu, Y Cai, R Zhang… - Advances in Neural …, 2024 - proceedings.neurips.cc
In this paper, we present Motion-X, a large-scale 3D expressive whole-body motion dataset.
Existing motion datasets predominantly contain body-only poses, lacking facial expressions …

Learning progressive joint propagation for human motion prediction

Y Cai, L Huang, Y Wang, TJ Cham, J Cai… - Computer Vision–ECCV …, 2020 - Springer
Despite the great progress in human motion prediction, it remains a challenging task due to
the complicated structural dynamics of human behaviors. In this paper, we address this …

3d human motion estimation via motion compression and refinement

Z Luo, SA Golestaneh… - Proceedings of the Asian …, 2020 - openaccess.thecvf.com
We develop a technique for generating smooth and accurate 3D human pose and motion
estimates from RGB video sequences. Our technique, which we call Motion Estimation via …

Motiondiffuse: Text-driven human motion generation with diffusion model

M Zhang, Z Cai, L Pan, F Hong, X Guo… - … on Pattern Analysis …, 2024 - ieeexplore.ieee.org
Human motion modeling is important for many modern graphics applications, which typically
require professional skills. In order to remove the skill barriers for laymen, recent motion …

Momask: Generative masked modeling of 3d human motions

C Guo, Y Mu, MG Javed, S Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce MoMask a novel masked modeling framework for text-driven 3D human
motion generation. In MoMask a hierarchical quantization scheme is employed to represent …

A survey on deep learning for skeleton‐based human animation

L Mourot, L Hoyet, F Le Clerc… - Computer Graphics …, 2022 - Wiley Online Library
Human character animation is often critical in entertainment content production, including
video games, virtual reality or fiction films. To this end, deep neural networks drive most …

Single motion diffusion

S Raab, I Leibovitch, G Tevet, M Arar… - arXiv preprint arXiv …, 2023 - arxiv.org
Synthesizing realistic animations of humans, animals, and even imaginary creatures, has
long been a goal for artists and computer graphics professionals. Compared to the imaging …