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arXiv cs.GR
arXiv cs.GR Research
· 8 months, 1 week ago • Hao Zhang, Jiahao Luo, Bohui Wan, Yizhou Zhao, Zongrui Li, Michael Vasilkovsky, Chaoyang Wang, Jian Wang, Narendra Ahuja, Bing Zhou

RigMo: Unifying Rig and Motion Learning for Generative Animation

Briefing

The RigMo framework represents a significant leap in how we approach animation by integrating rig and motion learning into a single process. By learning directly from raw mesh sequences, RigMo removes the dependency on ground-truth skeletons, which can often be a bottleneck in animation workflows. This means artists can create more dynamic and realistic animations without the tedious rigging process.

For developers, the implications are profound. RigMo not only streamlines the animation pipeline but also enhances the quality of the output, achieving superior reconstruction and generalization across various datasets. This could redefine best practices in animation and modeling, making it essential for teams to explore its capabilities.

“RigMo establishes a new paradigm for unified, structure-aware, and scalable dynamic 3D modeling.”

— Research Team · Describing the impact of RigMo on 3D modeling.
Original source
Read on arXiv cs.GR
At a glance
what
Introduction of RigMo, a unified framework for rig and motion learning.
who
Developed by researchers in the field of generative animation.
impact
Streamlines animation processes for artists and programmers, enhancing scalability.
context
Addresses limitations of current animation pipelines reliant on manual rigging.
Signal Positive

RigMo offers significant advancements in animation efficiency and quality.

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