Author

Yu-Xin Yao

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Preprint Aug 2026

CANIS: Generation-Assisted 3D Canonicalization via an Image-Semantic Bridge

CANIS is a category-agnostic, generation-assisted framework that introduces the semantic orientation prior of a frozen image-to-3D generative model into 3D canonicalization, without canonicalization-specific training or category-specific templates.

Ken-Dong Liu, Yu-Xin Yao, Jun-Hui Hou · 0 citations