Ai-generated content (aigc) for various data modalities: A survey

LG Foo, H Rahmani, J Liu - arxiv preprint arxiv:2308.14177, 2023 - arxiv.org
AI-generated content (AIGC) methods aim to produce text, images, videos, 3D assets, and
other media using AI algorithms. Due to its wide range of applications and the demonstrated …

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 …

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 …

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 …

Towards fast, accurate and stable 3d dense face alignment

J Guo, X Zhu, Y Yang, F Yang, Z Lei, SZ Li - European Conference on …, 2020 - Springer
Existing methods of 3D dthus limiting the scope of their practical applications. In this paper,
we propose a novel regression framework which makes a balance among speed, accuracy …

State of the art in dense monocular non‐rigid 3D reconstruction

E Tretschk, N Kairanda, M BR, R Dabral… - Computer Graphics …, 2023 - Wiley Online Library
Abstract 3D reconstruction of deformable (or non‐rigid) scenes from a set of monocular 2D
image observations is a long‐standing and actively researched area of computer vision and …

Towards metrical reconstruction of human faces

W Zielonka, T Bolkart, J Thies - European conference on computer vision, 2022 - Springer
Face reconstruction and tracking is a building block of numerous applications in AR/VR,
human-machine interaction, as well as medical applications. Most of these applications rely …

3d face reconstruction with dense landmarks

E Wood, T Baltrušaitis, C Hewitt, M Johnson… - … on Computer Vision, 2022 - Springer
Landmarks often play a key role in face analysis, but many aspects of identity or expression
cannot be represented by sparse landmarks alone. Thus, in order to reconstruct faces more …

Tex2shape: Detailed full human body geometry from a single image

T Alldieck, G Pons-Moll, C Theobalt… - Proceedings of the …, 2019 - openaccess.thecvf.com
We present a simple yet effective method to infer detailed full human body shape from only a
single photograph. Our model can infer full-body shape including face, hair, and clothing …

Emotional speech-driven animation with content-emotion disentanglement

R Daněček, K Chhatre, S Tripathi, Y Wen… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
To be widely adopted, 3D facial avatars must be animated easily, realistically, and directly
from speech signals. While the best recent methods generate 3D animations that are …