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A New Era of Performance Capture with Machine Learning

GDCIndustrial1 descendantFacial ML Deformation

Ubisoft La Forge presented neural networks for automatic mocap cleanup, end-to-end facial animation from video, and a machine learning system generating facial animation directly from raw audio.

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Production-Level Facial Performance Capture Using Deep Convolutional Neural Networks 2017

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Rethinking Your Performance Capture Pipeline with Machine Learning 2019

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