A pose-first furniture insertion framework infers 3D placement from masked RGB-D input and uses its image-plane projection to condition diffusion, improving geometric feasibility on a synthetic 3D-FRONT benchmark.
SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model,
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GOPI: Generation-Oriented 3D Pose Inference for Furniture Insertion from Single-View RGB-D Indoor Scenes
A pose-first furniture insertion framework infers 3D placement from masked RGB-D input and uses its image-plane projection to condition diffusion, improving geometric feasibility on a synthetic 3D-FRONT benchmark.