DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image

Q Wu, Z Dou, S Xu, S Shimada, C Wang, Z Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
Reconstructing 3D hand-face interactions with deformations from a single image is a
challenging yet crucial task with broad applications in AR, VR, and gaming. The challenges …

Meta-evaluation for 3D face reconstruction via synthetic data

E Sariyanidi, C Ferrari, S Berretti… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
The standard benchmark metric for 3D face reconstruction is the geometric error between
reconstructed meshes and the ground truth. Nearly all recent reconstruction methods are …

InstantAvatar: Efficient 3D Head Reconstruction via Surface Rendering

A Canela, P Caselles, I Malik, E Ramon… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
Recent advances in full-head reconstruction have been obtained by optimizing a neural field
through differentiable surface or volume rendering to represent a single scene. While these …

INFAMOUS-NeRF: ImproviNg FAce MOdeling Using Semantically-Aligned Hypernetworks with Neural Radiance Fields

A Hou, F Liu, Z Ren, M Sarkis, N Bi, Y Tong… - arXiv preprint arXiv …, 2023 - arxiv.org
We propose INFAMOUS-NeRF, an implicit morphable face model that introduces
hypernetworks to NeRF to improve the representation power in the presence of many …

3D Face Modeling via Weakly-supervised Disentanglement Network joint Identity-consistency Prior

G Li, H Yang, D Huang, Y Wang - arXiv preprint arXiv:2404.16536, 2024 - arxiv.org
Generative 3D face models featuring disentangled controlling factors hold immense
potential for diverse applications in computer vision and computer graphics. However …

Neutral Facial Rigging from Limited Spatiotemporal Meshes

J Hou, D Weng, Z Zhao, Y Li, J Zhou - Electronics, 2024 - mdpi.com
Manual facial rigging is time-consuming. Traditional automatic rigging methods lack either
3D datasets or explainable semantic parameters, which makes it difficult to retarget a certain …

三维人脸识别研究进展.

刘力, 龚勇, 赵国强 - Journal of Computer Engineering & …, 2023 - search.ebscohost.com
三维人脸识别技术具有自然, 便捷, 用户体验友好等独特优势, 已成为学术界和工业界的一个热门
研究方向. 近几年, 针对单目彩色图像, 彩色图-深度图数据, 点云数据, 多模态数据等不同类型的 …

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 …

DNPM: A Neural Parametric Model for the Synthesis of Facial Geometric Details

H Cao, B Cheng, Q Pu, H Zhang, B Luo… - arXiv preprint arXiv …, 2024 - arxiv.org
Parametric 3D models have enabled a wide variety of computer vision and graphics tasks,
such as modeling human faces, bodies and hands. In 3D face modeling, 3DMM is the most …

SupCon-ViT: Supervised contrastive learning for ultra-fine-grained visual categorization

X Lu, X Yu, K Wang, Y Wang, P Wang… - … on Digital Image …, 2023 - ieeexplore.ieee.org
With the increasing availability of datasets exhibiting fine granularity and subtle differences
between categories, fine-grained visual categorization tasks have gained significant …