AI RESEARCH
Geometry-Editable and Appearance-Preserving Object Compositon
arXiv CS.CV
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ArXi:2505.20914v2 Announce Type: replace General object composition (GOC) aims to seamlessly integrate a target object into a background scene with desired geometric properties, while simultaneously preserving its fine-grained appearance details. Recent approaches derive semantic embeddings and integrate them into advanced diffusion models to enable geometry-editable generation. However, these highly compact embeddings encode only high-level semantic cues and inevitably discard fine-grained appearance details. We