Researchers have developed EMOSH, a new framework for generating high-fidelity human animations that addresses the issue of motion-shape entanglement. EMOSH introduces an Expressive Human Model (EHM) that explicitly disentangles shape and pose parameters, resolving the problem of body shape leakage seen in previous methods. The framework also incorporates a robust motion tracker, a Coarse-to-Fine Hybrid Motion Injection strategy for detailed control over expressions and gestures, and a Spatially-Aligned Conditioning mechanism to improve identity consistency. AI
IMPACT Enables more realistic and controllable digital avatars and content creation by improving the fidelity and expressiveness of generated human animations.
RANK_REASON The cluster contains a research paper detailing a new framework for human animation.
- alphaXiv
- arXiv
- CatalyzeX
- DagsHub
- EMOSH
- Expressive Human Model
- Gotit.pub
- Hugging Face
- ScienceCast
- Skinned Multi Person Linear Model
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