LumiTokens framework enables 3D relighting via latent token transformation

Researchers have introduced LumiTokens, a novel framework for 3D relighting that operates directly on latent scene tokens. This method bypasses traditional approaches requiring explicit material decomposition or physics-based rendering equations. By treating lighting conditions as Plucker ray tokens and processing them alongside scene tokens via self-attention, LumiTokens enables progressive and composable lighting edits without recomputing the entire scene. Experiments show that LumiTokens achieves competitive relighting quality and supports intuitive, incremental illumination adjustments. AI

IMPACT Introduces a novel approach to 3D relighting that could streamline content creation and virtual environment manipulation.

RANK_REASON Academic paper detailing a new method in computer vision. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

• arXiv
• Hugging Face
• LumiTokens
• Plucker ray tokens
• Scene Token Editor

• paper
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