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

September 03, 2019 · Declared Dead · 🏛 ACM Transactions on Graphics

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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 arXiv ID 1909.01815 Category cs.CV: Computer Vision Cross-listed cs.GR, cs.LG Citations 488 Venue ACM Transactions on Graphics Last Checked 1 month ago
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.
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