AINeutralarXiv – CS AI · 5h ago6/10
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Direct 3D-Aware Object Insertion via Decomposed Visual Proxies
Researchers introduce DIRECT, a novel framework for 3D-aware object insertion that combines interactive pose control with diffusion-based image synthesis. By decomposing insertion conditions into appearance, geometry, and context guidance through separate pathways, the method achieves superior control over object positioning and visual quality compared to existing 2D inpainting approaches.