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Machine Learning Denoising In Feature Film Production
PUBLICATIONS — Talk

Machine-Learning Denoising in Feature Film Production

SIGGRAPH 2019

Henrik D. Dahlberg (Industrial Light & Magic), David M. Adler (Walt Disney Animation Studios), Jeremy Newlin (Pixar Animation Studios)

We present our experience using machine-learning denoising on animated feature films like Pixar's "Toy Story 4," Disney Animation's "Ralph Breaks the Internet," and Industrial Light & Magic's visual effects work. We discuss how we evolved the R&D code of last year's SIGGRAPH paper into a practical production tool.

Categories
Machine Learning Rendering