GRAIApr 6, 2023

4D Agnostic Real-Time Facial Animation Pipeline for Desktop Scenarios

arXiv:2304.02814v12 citationsh-index: 10
Originality Incremental advance
AI Analysis

This addresses the need for affordable and accessible facial animation tools for animators in the entertainment industry, though it appears incremental compared to existing professional solutions.

The authors tackled the problem of high-cost and complex facial animation capture by developing a real-time pipeline using a consumer-grade 3D camera on a desktop, enabling animators to create high-quality animations more easily and quickly.

We present a high-precision real-time facial animation pipeline suitable for animators to use on their desktops. This pipeline is about to be launched in FACEGOOD's Avatary\footnote{https://www.avatary.com/} software, which will accelerate animators' productivity. The pipeline differs from professional head-mounted facial capture solutions in that it only requires the use of a consumer-grade 3D camera on the desk to achieve high-precision real-time facial capture. The system enables animators to create high-quality facial animations with ease and speed, while reducing the cost and complexity of traditional facial capture solutions. Our approach has the potential to revolutionize the way facial animation is done in the entertainment industry.

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