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OmniFabric: Coherent UV Space Texture Synthesis for 3D Garment Reconstruction

arXiv · AI, language, vision and robotics · article · Sep 24, 2026 · UTC

Automated generation of production-ready 3D garment assets from a single image is a central challenge in digital content creation. While recent generative models have significantly advanced 3D geometry reconstruction, synthesizing high-quality textures remains a bottleneck. Existing methods often bake environmental illumination and shadows directly into the texture map, or they fail to maintain global structural coherence, making the resulting assets unusable for physical simulation and relighting. In this work, we introduce OmniFabric, a novel approach that synthesizes globally coherent textu

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