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Computer Science > Computer Vision and Pattern Recognition

Title: 3D Morphable Face Models -- Past, Present and Future

Authors: Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhoefer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter
(Submitted on 3 Sep 2019 (v1), last revised 16 Apr 2020 (this version, v2))
Abstract: In this paper, 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.
Comments: ACM Transactions on Graphics (TOG)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR); Machine Learning (cs.LG)
Cite as: arXiv:1909.01815 [cs.CV]
  (or arXiv:1909.01815v2 [cs.CV] for this version)

Submission history

From: Bernhard Egger [view email]
[v1] Tue, 3 Sep 2019 16:49:53 GMT (6460kb,D)
[v2] Thu, 16 Apr 2020 13:56:31 GMT (5799kb,D)
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