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

no code implementations • 6 Apr 2023 • Wei Chen, Hongwei Xu, Jelo Wang

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.

MMFace4D: A Large-Scale Multi-Modal 4D Face Dataset for Audio-Driven 3D Face Animation

1 code implementation • 17 Mar 2023 • Haozhe Wu, Jia Jia, Junliang Xing, Hongwei Xu, Xiangyuan Wang, Jelo Wang

Upon MMFace4D, we construct a non-autoregressive framework for audio-driven 3D face animation.

3D Face Animation

SubFace: Learning with Softmax Approximation for Face Recognition

no code implementations • 24 Aug 2022 • Hongwei Xu, Suncheng Xiang, Dahong Qian

The softmax-based loss functions and its variants (e. g., cosface, sphereface, and arcface) significantly improve the face recognition performance in wild unconstrained scenes.

Face Recognition

High-Quality Real Time Facial Capture Based on Single Camera

1 code implementation • 15 Nov 2021 • Hongwei Xu, Leijia Dai, Jianxing Fu, Xiangyuan Wang, Quanwei Wang

We propose a real time deep learning framework for video-based facial expression capture.

Vocal Bursts Intensity Prediction