MrNeRF (@janusch_patas)

2026-01-22 | โค๏ธ 118 | ๐Ÿ” 14 | ๐Ÿ’ฌ 4


LuxRemix: Lighting Decomposition and Remixing for Indoor Scenes

TL;DR: Relightable 3D Gaussian splatting representation enables real-time interactive manipulation of individual light sources.

Contributions: ๐Ÿ”น Single-image lighting decomposition model to factorize complex indoor scene lighting into individually controllable light sources

๐Ÿ”น Multi-view lighting harmonization method ensuring 3D consistency of individual light source decompositions across all viewpoints

๐Ÿ”น Encoding the decomposed, consistent lighting in a relightable 3D Gaussian splatting representation, enabling real-time interactive manipulation of individual near-field light sources from novel viewpoints.

๐Ÿ”น Large-scale synthetic dataset: 12,000 indoor scenes with ground-truth per-light decompositions

๋ฏธ๋””์–ด

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Tags

Vision-3D Rendering Robotics AI-ML