Face generation and editing with stylegan: A survey

A Melnik, M Miasayedzenkau… - … on Pattern Analysis …, 2024 - ieeexplore.ieee.org
Our goal with this survey is to provide an overview of the state of the art deep learning
methods for face generation and editing using StyleGAN. The survey covers the evolution of …

Neural point-based volumetric avatar: Surface-guided neural points for efficient and photorealistic volumetric head avatar

C Wang, D Kang, YP Cao, L Bao, Y Shan… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
Rendering photorealistic and dynamically moving human heads is crucial for ensuring a
pleasant and immersive experience in AR/VR and video conferencing applications …

Towards practical capture of high-fidelity relightable avatars

H Yang, M Zheng, W Feng, H Huang, YK Lai… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
In this paper, we propose a novel framework, Tracking-free Relightable Avatar (TRAvatar),
for capturing and reconstructing high-fidelity 3D avatars. Compared to previous methods …

High-Quality Facial Geometry and Appearance Capture at Home

Y Han, J Lyu, F Xu - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Facial geometry and appearance capture have demonstrated tremendous success in 3D
scanning real humans in studios. Recent works propose to democratize this technique while …

Identity-Obscured Neural Radiance Fields: Privacy-Preserving 3D Facial Reconstruction

J Kong, B Xu, X Song, C Qian, J Luo, Y He - arXiv preprint arXiv …, 2023 - arxiv.org
Neural radiance fields (NeRF) typically require a complete set of images taken from multiple
camera perspectives to accurately reconstruct geometric details. However, this approach …

Portrait3D: 3D Head Generation from Single In-the-wild Portrait Image

J Hao, J Tang, J Zhang, R Yi, Y Hong, M Li… - arXiv preprint arXiv …, 2024 - arxiv.org
While recent works have achieved great success on one-shot 3D common object
generation, high quality and fidelity 3D head generation from a single image remains a great …

Robust Geometry and Reflectance Disentanglement for 3D Face Reconstruction from Sparse-view Images

D Jin, J Hu, B Xu, Y Dai, C Qian, Y He - arXiv preprint arXiv:2312.06085, 2023 - arxiv.org
This paper presents a novel two-stage approach for reconstructing human faces from sparse-
view images, a task made challenging by the unique geometry and complex skin reflectance …

Democratizing the Creation of Animatable Facial Avatars

Y Zhu, D Omens, H He, R Fedkiw - arXiv preprint arXiv:2401.16534, 2024 - arxiv.org
In high-end visual effects pipelines, a customized (and expensive) light stage system is
(typically) used to scan an actor in order to acquire both geometry and texture for various …

[PDF][PDF] High-Quality Facial Geometry and Appearance Capture at Home Supplementary Material

Y Han, J Lyu, F Xu - openaccess.thecvf.com
We adopt MetaShape 1 to calibrate a shared camera intrinsic matrix for all the recorded
frames and a camera extrinsic matrix for each frame. We translate and scale the mesh …