Recovering 3d human mesh from monocular images: A survey

Y Tian, H Zhang, Y Liu, L Wang - IEEE transactions on pattern …, 2023 - ieeexplore.ieee.org
Estimating human pose and shape from monocular images is a long-standing problem in
computer vision. Since the release of statistical body models, 3D human mesh recovery has …

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 …

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 …

Headnerf: A real-time nerf-based parametric head model

Y Hong, B Peng, H **ao, L Liu… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this paper, we propose HeadNeRF, a novel NeRF-based parametric head model that
integrates the neural radiance field to the parametric representation of the human head. It …

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 …

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 …

Avatarrex: Real-time expressive full-body avatars

Z Zheng, X Zhao, H Zhang, B Liu, Y Liu - ACM Transactions on Graphics …, 2023 - dl.acm.org
We present AvatarReX, a new method for learning NeRF-based full-body avatars from video
data. The learnt avatar not only provides expressive control of the body, hands and the face …

Reconstructing personalized semantic facial nerf models from monocular video

X Gao, C Zhong, J **ang, Y Hong, Y Guo… - ACM Transactions on …, 2022 - dl.acm.org
We present a novel semantic model for human head defined with neural radiance field. The
3D-consistent head model consist of a set of disentangled and interpretable bases, and can …

Frankmocap: A monocular 3d whole-body pose estimation system via regression and integration

Y Rong, T Shiratori, H Joo - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Most existing monocular 3D pose estimation approaches only focus on a single body part,
neglecting the fact that the essential nuance of human motion is conveyed through a concert …

Protecting celebrities from deepfake with identity consistency transformer

X Dong, J Bao, D Chen, T Zhang… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this work we propose Identity Consistency Transformer, a novel face forgery detection
method that focuses on high-level semantics, specifically identity information, and detecting …