Diffusion models can now harmonize 3D Gaussian Splatting scenes

Researchers have developed a new method, D3DR, that leverages diffusion models to seamlessly insert 3D objects into existing 3D scenes rendered with Gaussian Splatting. The technique utilizes the diffusion model's implicit understanding of lighting to correct visual artifacts, ensuring the inserted object matches the scene's illumination and shadows. This approach achieved a 2.0 dB PSNR improvement in relighting quality compared to existing methods. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT Enables more realistic integration of 3D objects into existing scenes, potentially improving applications in virtual environments and content creation.

RANK_REASON Academic paper detailing a new method for 3D object insertion using diffusion models.

Read on arXiv cs.CV →

• D3DR
• Gaussian Splatting
• Diffusion Models
• arXiv
• Vsevolod Skorokhodov

• paper
• other