3D statistical head modeling for face/head-related product design: a state-of-the-art review

J Zhang, Y Luximon, P Shah, P Li - Computer-Aided Design, 2023 - Elsevier
In the field of face/head-related product design, 3D statistical models (3DSMs) of human
heads and faces are widely used to model geometric variations, generate representative …

Towards realistic generative 3d face models

A Rai, H Gupta, A Pandey… - Proceedings of the …, 2024 - openaccess.thecvf.com
In recent years, there has been significant progress in 2D generative face models fueled by
applications such as animation, synthetic data generation, and digital avatars. However, due …

Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis

S Yadav, A Ross - ar**
A Rai, D Wang, M Jain, N Sarafianos, A Chen… - arxiv preprint arxiv …, 2025 - arxiv.org
3D Gaussian Splatting (3DGS) has demonstrated superior quality in modeling 3D objects
and scenes. However, generating 3DGS remains challenging due to their discrete …

Non-corresponding and topology-free 3D face expression transfer

S Liu, S Gai, F Da - The Visual Computer, 2024 - Springer
Expression transfer is an important task in computer graphics and vision. Existing 3D face
models constructed on registered meshes or shapes with corresponding vertices cannot …

Synthesizing facial expressions in dyadic human–robot interaction

AH Sham, P Tikka, D Lamas, G Anbarjafari - Signal, Image and Video …, 2024 - Springer
Generative artificial intelligence (GenAI) can be used to create facial expressions of artificial
human characters in real time based on the training dataset. However, the bottleneck that …

MUNCH: Modelling Unique'N Controllable Heads

D Deb, S Tripathi, P Puri - Proceedings of the 16th ACM SIGGRAPH …, 2023 - dl.acm.org
The automated generation of 3D human heads has been an intriguing and challenging task
for computer vision researchers. Prevailing methods synthesize realistic avatars but with …

Parts-based Implicit 3D Face Modeling

Y Gu, NE Pears - Proceedings of the 19th International Joint …, 2024 - eprints.whiterose.ac.uk
Previous 3D face analysis has focussed on 3D facial identity, expression and pose
disentanglement. However, the independent control of different facial parts and the ability to …