3D Morphable Face Models—Past, Present, and Future
@article{Egger20203DMF, title={3D Morphable Face Models—Past, Present, and Future}, author={B. Egger and W. Smith and A. Tewari and Stefanie Wuhrer and M. Zollh{\"o}fer and T. Beeler and F. Bernard and Timo Bolkart and Adam Kortylewski and S. Romdhani and C. Theobalt and V. Blanz and T. Vetter}, journal={ACM Transactions on Graphics (TOG)}, year={2020}, volume={39}, pages={1 - 38} }
In this article, we provide a detailed survey of 3D Morphable Face Models over the 20 years since they were first proposed. The challenges in building and applying these models, namely, capture, modeling, image formation, and image analysis, are still active research topics, and we review the state-of-the-art in each of these areas. We also look ahead, identifying unsolved challenges, proposing directions for future research, and highlighting the broad range of current and future applications.
Supplemental Code
Github Repo
Via Papers with Code
Paper list of 3D Face reconstruction and manipulation and relevant topics
Figures, Tables, and Topics from this paper
39 Citations
A Morphable Face Albedo Model
- Computer Science
- 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
- 2020
- 3
- PDF
ReDA:Reinforced Differentiable Attribute for 3D Face Reconstruction
- Computer Science
- 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
- 2020
- 4
- PDF
Towards a complete 3D morphable model of the human head
- Computer Science, Medicine
- IEEE transactions on pattern analysis and machine intelligence
- 2020
- 12
- PDF
HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization
- Computer Science
- ECCV
- 2020
- 2
- PDF
References
SHOWING 1-5 OF 5 REFERENCES
2015a. 3D Faces in Motion: Fully Automatic Reg
- 2015
Probable and improbable
- 2014
3D Vision (ThreeDV)
- Dic-
- 2015
Effect of illumination on automatic expression recognition: A novel 3D relightable facial database
- Computer Science
- Face and Gesture 2011
- 2011
- 51
- Highly Influential
- PDF
Face identification by fitting
- 2002