Deep learning and machine learning techniques for head pose estimation: a survey

R Algabri, A Abdu, S Lee - Artificial Intelligence Review, 2024 - Springer
Head pose estimation (HPE) has been extensively investigated over the past decade due to
its wide range of applications across several domains of artificial intelligence (AI), resulting …

3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation

Z Wang, X Zhu, T Zhang, B Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract 3D Morphable Models (3DMMs) provide promising 3D face reconstructions in
various applications. However existing methods struggle to reconstruct faces with extreme …

3D Face Reconstruction Based on a Single Image: A Review

H Diao, X Jiang, Y Fan, M Li, H Wu - IEEE Access, 2024 - ieeexplore.ieee.org
Nowadays, along with the rise of digital human system, 3D animation, intelligent medical
and other industries, 3D face reconstruction technology has become a popular research …

[HTML][HTML] Real-time 6DoF full-range markerless head pose estimation

R Algabri, H Shin, S Lee - Expert Systems with Applications, 2024 - Elsevier
Head pose estimation is a fundamental function for several applications in human–computer
interactions. Accurate six degrees of freedom head pose estimation (6DoF-HPE) with full …

Recent Advancement in 3D Biometrics using Monocular Camera

A Mukherjee, A Das - 2023 IEEE International Joint Conference …, 2023 - ieeexplore.ieee.org
Recent literature has witnessed significant interest towards 3D biometrics employing
monocular vision for robust authentication methods. Motivated by this, in this work we seek …

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 …

6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry

S Chun, JY Chang - European Conference on Computer Vision, 2024 - Springer
This study addresses the nuanced challenge of estimating head translations within the
context of six-degrees-of-freedom (6DoF) head pose estimation, placing emphasis on this …

Semi-Supervised Unconstrained Head Pose Estimation in the Wild

H Zhou, F Jiang, J Yuan, Y Rui, H Lu, K Jia - arXiv preprint arXiv …, 2024 - arxiv.org
Existing research on unconstrained in-the-wild head pose estimation suffers from the flaws
of its datasets, which consist of either numerous samples by non-realistic synthesis or …

Multi-Level Pixel-Wise Correspondence Learning for 6DoF Face Pose Estimation

M Xu, X Zhu, Y Kao, Z Chen, J Lyu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, we focus on estimating six degrees of freedom (6DoF) pose of a face from a
single RGB image, which is an important but under-investigated problem in 3D face …

S2TD-Face: Reconstruct a Detailed 3D Face with Controllable Texture from a Single Sketch

Z Wang, X Zhu, J Yu, T Zhang, Z Lei - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
3D textured face reconstruction from sketches applicable in many scenarios such as
animation, 3D avatars, artistic design, missing people search, etc., is a highly promising but …