AI RESEARCH
BridgeDiff: Bridging Human Observations and Flat-Garment Synthesis for Virtual Try-Off
arXiv CS.AI
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ArXi:2603.09236v1 Announce Type: cross Virtual try-off (VTOFF) aims to recover canonical flat-garment representations from images of dressed persons for standardized display and downstream virtual try-on. Prior methods often treat VTOFF as direct image translation driven by local masks or text-only prompts, overlooking the gap between on-body appearances and flat layouts. This gap frequently leads to inconsistent completion in unobserved regions and unstable garment structure.