Artificial Intelligence #3d scene generation#multi-agent orchestration
SceneConductor Generates 3D Scenes from Single Images Using Multi-Agent Orchestration
Researchers propose SceneConductor, a multi-agent orchestration framework that decomposes single-image 3D scene generation into three structured stages: initialization, environment construction, and refinement. It also introduces a geometry-aware layout predictor to reduce reliance on scene-level annotations. Experiments show it consistently outperforms prior approaches in geometric accuracy, spatial consistency, and perceptual realism.
Jun 16, 2026 1 source