Presentation
Machine Learning Meets Lighting: Using Depth Estimation To Build The Light Rigs
SessionML in Production
DescriptionThis paper describes the techniques we use to build the complex light rigs in the Sony Pictures Imageworks lighting pipeline. Our process is semi-automatic and removes manual labour from the artists.
Event Type
Talk
TimeThursday, 14 August 20252:22pm - 2:44pm PDT
LocationWest Building, Rooms 109-110
Session TimeThursday, 14 August 20252:00pm - 3:30pm PDT
LocationWest Building, Rooms 109-110
New Technologies
Production & Animation
Research & Education
Not Livestreamed
Not Recorded
Artificial Intelligence/Machine Learning
Computer Vision
Image Processing
Lighting
Pipeline Tools and Work
Rendering
