Presentation

Spatiotemporally Consistent Indoor Lighting Estimation with Diffusion Priors
DescriptionWe propose a method for estimating spatiotemporally varying indoor lighting from videos using a continuous light field represented as an MLP. By leveraging 2D diffusion priors fine-tuned to predict lighting jointly at multiple locations, our approach achieves superior performance and zero-shot generalization to in-the-wild scenes.
Event Type
Technical Paper
TimeWednesday, 13 August 20252:20pm - 2:30pm PDT
LocationWest Building, Rooms 301-305
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Wednesday, 13 August 20252:00pm - 3:30pm PDTWest Building, Rooms 301-305
Recordings
Livestreamed
Recorded