Artificial intelligence in the creative industries: a review

N Anantrasirichai, D Bull - Artificial intelligence review, 2022 - Springer
This paper reviews the current state of the art in artificial intelligence (AI) technologies and
applications in the context of the creative industries. A brief background of AI, and …

State of the art on monocular 3D face reconstruction, tracking, and applications

M Zollhöfer, J Thies, P Garrido, D Bradley… - Computer graphics …, 2018 - Wiley Online Library
The computer graphics and vision communities have dedicated long standing efforts in
building computerized tools for reconstructing, tracking, and analyzing human faces based …

Learning an animatable detailed 3D face model from in-the-wild images

Y Feng, H Feng, MJ Black, T Bolkart - ACM Transactions on Graphics …, 2021 - dl.acm.org
While current monocular 3D face reconstruction methods can recover fine geometric details,
they suffer several limitations. Some methods produce faces that cannot be realistically …

Dynamic neural radiance fields for monocular 4d facial avatar reconstruction

G Gafni, J Thies, M Zollhofer… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present dynamic neural radiance fields for modeling the appearance and dynamics of a
human face. Digitally modeling and reconstructing a talking human is a key building-block …

Face2face: Real-time face capture and reenactment of rgb videos

J Thies, M Zollhofer, M Stamminger… - Proceedings of the …, 2016 - openaccess.thecvf.com
We present a novel approach for real-time facial reenactment of a monocular target video
sequence (eg, Youtube video). The source sequence is also a monocular video stream …

Im avatar: Implicit morphable head avatars from videos

Y Zheng, VF Abrevaya, MC Bühler… - Proceedings of the …, 2022 - openaccess.thecvf.com
Traditional 3D morphable face models (3DMMs) provide fine-grained control over
expression but cannot easily capture geometric and appearance details. Neural volumetric …

Gaussian head avatar: Ultra high-fidelity head avatar via dynamic gaussians

Y Xu, B Chen, Z Li, H Zhang, L Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Creating high-fidelity 3D head avatars has always been a research hotspot but there
remains a great challenge under lightweight sparse view setups. In this paper we propose …

Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set

Y Deng, J Yang, S Xu, D Chen… - Proceedings of the …, 2019 - openaccess.thecvf.com
Recently, deep learning based 3D face reconstruction methods have shown promising
results in both quality and efficiency. However, training deep neural networks typically …

Emoca: Emotion driven monocular face capture and animation

R Daněček, MJ Black, T Bolkart - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
As 3D facial avatars become more widely used for communication, it is critical that they
faithfully convey emotion. Unfortunately, the best recent methods that regress parametric 3D …

Deep video portraits

H Kim, P Garrido, A Tewari, W Xu, J Thies… - ACM transactions on …, 2018 - dl.acm.org
We present a novel approach that enables photo-realistic re-animation of portrait videos
using only an input video. In contrast to existing approaches that are restricted to …