3D Morphable Face Models—Past, Present, and Future

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-...

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Bibliographic Details
Published in:ACM transactions on graphics 2020-10, Vol.39 (5), p.1-38
Main Authors: Egger, Bernhard, Smith, William A. P., Tewari, Ayush, Wuhrer, Stefanie, Zollhoefer, Michael, Beeler, Thabo, Bernard, Florian, Bolkart, Timo, Kortylewski, Adam, Romdhani, Sami, Theobalt, Christian, Blanz, Volker, Vetter, Thomas
Format: Article
Language:English
Subjects:
Computer Science
Computer Vision and Pattern Recognition
Graphics
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Summary: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.
ISSN:0730-0301
1557-7368
DOI:10.1145/3395208