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 …

[HTML][HTML] Survey on 3D face reconstruction from uncalibrated images

A Morales, G Piella, FM Sukno - Computer Science Review, 2021 - Elsevier
Recently, a lot of attention has been focused on the incorporation of 3D data into face
analysis and its applications. Despite providing a more accurate representation of the face …

Generating 3D faces using convolutional mesh autoencoders

A Ranjan, T Bolkart, S Sanyal… - Proceedings of the …, 2018 - openaccess.thecvf.com
Learned 3D representations of human faces are useful for computer vision problems such
as 3D face tracking and reconstruction from images, as well as graphics applications such …

[PDF][PDF] Learning a model of facial shape and expression from 4D scans.

T Li, T Bolkart, MJ Black, H Li, J Romero - ACM Trans. Graph., 2017 - 3dvar.com
Learning a model of facial shape and expression from 4D scans Page 1 Learning a model
of facial shape and expression from 4D scans TIANYE LI∗†, University of Southern …

Faceverse: a fine-grained and detail-controllable 3d face morphable model from a hybrid dataset

L Wang, Z Chen, T Yu, C Ma, L Li… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present FaceVerse, a fine-grained 3D Neural Face Model, which is built from hybrid East
Asian face datasets containing 60K fused RGB-D images and 2K high-fidelity 3D head scan …

Havatar: High-fidelity head avatar via facial model conditioned neural radiance field

X Zhao, L Wang, J Sun, H Zhang, J Suo… - ACM Transactions on …, 2023 - dl.acm.org
The problem of modeling an animatable 3D human head avatar under lightweight setups is
of significant importance but has not been well solved. Existing 3D representations either …

[HTML][HTML] Large scale 3D morphable models

J Booth, A Roussos, A Ponniah, D Dunaway… - International Journal of …, 2018 - Springer
We present large scale facial model (LSFM)—a 3D Morphable Model (3DMM) automatically
constructed from 9663 distinct facial identities. To the best of our knowledge LSFM is the …

3d morphable face models—past, present, and future

B Egger, WAP Smith, A Tewari, S Wuhrer… - ACM Transactions on …, 2020 - dl.acm.org
In this article, we provide a detailed survey of 3D Morphable Face Models over the 20 years
since they were first proposed. The challenges in building and applying these models …

A 3d morphable model learnt from 10,000 faces

J Booth, A Roussos, S Zafeiriou… - Proceedings of the …, 2016 - openaccess.thecvf.com
Abstract We present Large Scale Facial Model (LSFM)--a 3D Morphable Model (3DMM)
automatically constructed from 9,663 distinct facial identities. To the best of our knowledge …