Direct 3D-Aware Object Insertion via Decomposed Visual Proxies 事件

Direct 3D-Aware Object Insertion via Decomposed Visual Proxies arXiv:2606.06601v1 Announce Type: new Abstract: Object insertion aims to seamlessly composite a reference object into a specified region of a background image. Recent diffusion-based methods achieve high visual quality but formulate insertion as a simple 2D inpainting task, providing no explicit control over the object's 3D pose and limiting their practical applicability. We propose DIRECT (Decomposed Injection for Reference Composi