Author

Jun-Hui Hou

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Preprint Sep 2026

SeamFlow: Structure-Aware Flow Matching on Edge Probabilities for Artist-Like UV Unwrapping

3D surface cutting and UV unwrapping are fundamental problems in computer graphics. Traditional geometric optimization methods mainly focus on reducing parameterization distortion, but they often overlook visual semantic coherence in seam layouts. Recent autoregressive generative methods improve semantic coherence, yet...

Yu-Ming Zhao, Zangyueyang Xian, Qijian Zhang et al. · 0 citations

Preprint Aug 2026

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

Canonicalizing 3D object orientation is fundamental to 3D understanding and analysis. Existing approaches often rely on geometric cues, although 3D canonicalization ultimately requires a semantically meaningful orientation. To address this gap, we propose CANIS, a category-agnostic, generation-assisted framework that i...

Kendong Liu, Yuxin Yao, Junhui Hou · 0 citations