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 …

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 …

Magic123: One image to high-quality 3d object generation using both 2d and 3d diffusion priors

G Qian, J Mai, A Hamdi, J Ren, A Siarohin, B Li… - arXiv preprint arXiv …, 2023 - arxiv.org
We present Magic123, a two-stage coarse-to-fine approach for high-quality, textured 3D
meshes generation from a single unposed image in the wild using both2D and 3D priors. In …

Ide-3d: Interactive disentangled editing for high-resolution 3d-aware portrait synthesis

J Sun, X Wang, Y Shi, L Wang, J Wang… - ACM Transactions on …, 2022 - dl.acm.org
Existing 3D-aware facial generation methods face a dilemma in quality versus editability:
they either generate editable results in low resolution, or high-quality ones with no editing …

Next3d: Generative neural texture rasterization for 3d-aware head avatars

J Sun, X Wang, L Wang, X Li… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract 3D-aware generative adversarial networks (GANs) synthesize high-fidelity and
multi-view-consistent facial images using only collections of single-view 2D imagery …

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 …

Pymaf-x: Towards well-aligned full-body model regression from monocular images

H Zhang, Y Tian, Y Zhang, M Li, L An… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We present PyMAF-X, a regression-based approach to recovering a parametric full-body
model from a single image. This task is very challenging since minor parametric deviation …

[HTML][HTML] Is high-fidelity important for human-like virtual avatars in human computer interactions?

Q Cao, H Yu, P Charisse, S Qiao… - International Journal of …, 2023 - sciltp.com
As virtual avatars have become increasingly popular in recent years, current needs indicate
that “interactivity” is crucial for inducing a positive response from users towards these …

Diffusionrig: Learning personalized priors for facial appearance editing

Z Ding, X Zhang, Z Xia, L Jebe… - Proceedings of the …, 2023 - openaccess.thecvf.com
We address the problem of learning person-specific facial priors from a small number (eg,
20) of portrait photos of the same person. This enables us to edit this specific person's facial …

Clipface: Text-guided editing of textured 3d morphable models

S Aneja, J Thies, A Dai, M Nießner - ACM SIGGRAPH 2023 Conference …, 2023 - dl.acm.org
We propose ClipFace, a novel self-supervised approach for text-guided editing of textured
3D morphable model of faces. Specifically, we employ user-friendly language prompts to …