Holistic 3D scene understanding from a single image is challenging due to the information loss in 2D-to-3D reconstruction. Existing approaches either explore object properties independently or ...

Visual scene understanding is a difficult problem interleaving object detection, geometric reasoning and scene classification. We present a hierarchical scene model for learning and reasoning about ...

Researchers leverage shadows to model 3D scenes, including objects blocked from view. ScienceDaily . Retrieved July 23, 2025 from www.sciencedaily.com / releases / 2024 / 06 / 240618153003.htm ...

It enables creators to work directly with decentralized 3D generation tools within the Unity editor, leveling the playing field for independent developers and designers,” said Ben James, founder ...