Attt2m: Text-driven human motion generation with multi-perspective attention mechanism

C Zhong, L Hu, Z Zhang, S Xia - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Generating 3D human motion based on textual descriptions has been a research focus in
recent years. It requires the generated motion to be diverse, natural, and conform to the …

Semantics-aware Motion Retargeting with Vision-Language Models

H Zhang, Z Chen, H Xu, L Hao, X Wu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Capturing and preserving motion semantics is essential to motion retargeting between
animation characters. However most of the previous works neglect the semantic information …

Geometry-Aware Retargeting for Two-Skinned Characters Interaction

I Jang, S Choi, S Hong, C Kim, J Noh - ACM Transactions on Graphics …, 2024 - dl.acm.org
Interactive motion between multiple characters is widely utilized in games and movies.
However, the method for generating interactive motions considering the character's diverse …

Advancing robots with greater dynamic dexterity: A large-scale multi-view and multi-modal dataset of human-human throw&catch of arbitrary objects

L Chen, J Qiu, L Li, X Luo, G Chi… - … International Journal of …, 2024 - journals.sagepub.com
Learning and imitating behavioral intelligence from human demonstrations is a promising
approach towards the intuitive programming of robots for enhanced dynamic dexterity …

Diffusion‐based Human Motion Style Transfer with Semantic Guidance

L Hu, Z Zhang, Y Ye, Y Xu, S Xia - Computer Graphics Forum, 2024 - Wiley Online Library
Abstract 3D Human motion style transfer is a fundamental problem in computer graphic and
animation processing. Existing AdaIN‐based methods necessitate datasets with balanced …

On-the-fly Learning to Transfer Motion Style with Diffusion Models: A Semantic Guidance Approach

L Hu, Z Zhang, Y Ye, Y Xu, S Xia - arXiv preprint arXiv:2405.06646, 2024 - arxiv.org
In recent years, the emergence of generative models has spurred development of human
motion generation, among which the generation of stylized human motion has consistently …

Unified Cross-Structural Motion Retargeting for Humanoid Characters

H Zhang, Z Chen, H Xu, L Hao, X Wu… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Motion retargeting for animation characters has potential applications in fields such as
animation production and virtual reality. However, current methods either assume that the …

STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting

Z Chai, C Tang, Y Wong, M Kankanhalli - arXiv preprint arXiv:2406.04629, 2024 - arxiv.org
The creation of 4D avatars (ie, animated 3D avatars) from text description typically uses text-
to-image (T2I) diffusion models to synthesize 3D avatars in the canonical space and …

[PDF][PDF] Learning-based Self-Collision Avoidance in Retargeting using Body Part-specific Signed Distance Fields

J Lee, H Kim, T Kwon - 2024 - diglib.eg.org
Motion retargeting is a technique for applying the motion of one character to a new
character. Differences in shapes and proportions between characters can cause self …