High-fidelity 3d face generation from natural language descriptions

M Wu, H Zhu, L Huang, Y Zhuang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Synthesizing high-quality 3D face models from natural language descriptions is very
valuable for many applications, including avatar creation, virtual reality, and telepresence …

Facescape: 3d facial dataset and benchmark for single-view 3d face reconstruction

H Zhu, H Yang, L Guo, Y Zhang, Y Wang… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
In this article, we present a large-scale detailed 3D face dataset, FaceScape, and the
corresponding benchmark to evaluate single-view facial 3D reconstruction. By training on …

Self-supervised learning for fine-grained monocular 3D face reconstruction in the wild

D Huang, Y Shi, J Liu, W Tang - Multimedia Systems, 2024 - Springer
Reconstructing 3D face from monocular images is a challenging computer vision task, due
to the limitations of traditional 3DMM (3D Morphable Model) and the lack of high-fidelity 3D …

A survey and classification of face alignment methods based on face models

J Meher, H Allende-Cid, TEM Nordling - arXiv preprint arXiv:2311.03082, 2023 - arxiv.org
A face model is a mathematical representation of the distinct features of a human face.
Traditionally, face models were built using a set of fiducial points or landmarks, each point …

Driving mutual advancement of 3D reconstruction and inpainting for masked faces

G Zhu, Z Qin, E Zhou, Y Ding, Z Qin - Pattern Recognition, 2025 - Elsevier
Target occlusion or pollution has always been a common and difficult problem in 3D
reconstruction, seriously affecting the reconstruction effect, especially in single image …

Hybrid Shape Deformation for Face Reconstruction in Aesthetic Orthodontics

Y Wang, L Huang, Q Zhao, Z Xia… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Achieving accurate face reconstruction with geometry details from a single-view images is
an important task for orthodontics. Although the 3D Morphable Model (3DMM) based …

MPF-GAN: an enhanced architecture for 3D face reconstruction

M Malah, F Abbas, R Agaba, D Bardou… - Multimedia Tools and …, 2024 - Springer
In this article, we address the challenge of accurate 3D face reconstruction by proposing an
enhanced architecture. We observe that using a single error calculation formula for the …

Cas-FNE: Cascaded Face Normal Estimation

M Wang, J Zhang, J Ma, X Guo - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
Capturing high-fidelity normals from single face images plays a core role in numerous
computer vision and graphics applications. Though significant progress has been made in …