Original Tweet
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: ๐น Single-image lighting decomposition model to factorize complex indoor scene lighting into individually controllable light sources
๐น Multi-view lighting harmonization method ensuring 3D consistency of individual light source decompositions across all viewpoints
๐น 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.
๐น Large-scale synthetic dataset: 12,000 indoor scenes with ground-truth per-light decompositions
๋ฏธ๋์ด
๐ Related
- eag-pt-emission-aware-gaussians-and-path-tracing-for-indoorโ281012 โ ์ฃผ์ : Gaussian Splatting, Reconstruction, Relighting
- eag-pt-emission-aware-gaussians-and-path-tracing-for-indoor-scene-reconstruction โ ์ฃผ์ : Gaussian Splatting, Reconstruction, Relighting
- if-youve-ever-tried-to-create-3dgs-scenes-from-photos-taken-with-different-camer โ ์ฃผ์ : Gaussian Splatting, Reconstruction, Relighting
- gr3en-generative-relighting-for-3d-environments-057299 โ ์ฃผ์ : Reconstruction, Relighting
- lod-structured-3d-gaussian-splatting-for-streaming-video-rec-426978 โ ์ฃผ์ : Gaussian Splatting, Reconstruction