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About this paper
Ding-Jiun Huang, Yuanhao Wang, Cheng Zhang, Hugo Bertiche, Alexandru-Eugen Ichim, Thabo Beeler, Fernando De la Torre
OmniFabric turns a clothing photo into a simulation-ready 3D garment by aligning design to a predicted sewing pattern, projecting generated views into a coarse texture map, and normalizing it with a diffusion transformer. In a study of 13 participants judging 10 images, it ranked 1.09 versus 2.10 for Hunyuan3D-2.0; this is preference evidence, not ground-truth texture accuracy.
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