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  Automatic 3D Face Reconstruction from Single Images or Video

Breuer, P., Kim, K., Kienzle, W., Schölkopf, B., & Blanz, V. (2008). Automatic 3D Face Reconstruction from Single Images or Video. In 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition (pp. 1-8). Piscataway, NJ, USA: IEEE.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-C72D-7 Version Permalink: http://hdl.handle.net/21.11116/0000-0003-37FF-1
Genre: Conference Paper

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 Creators:
Breuer, P, Author
Kim, KI1, 2, Author              
Kienzle, W1, 2, Author              
Schölkopf, B1, 2, Author              
Blanz, V, Author              
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

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 Abstract: This paper presents a fully automated algorithm for reconstructing a textured 3D model of a face from a single photograph or a raw video stream. The algorithm is based on a combination of Support Vector Machines (SVMs) and a Morphable Model of 3D faces. After SVM face detection, individual facial features are detected using a novel regression- and classification-based approach, and probabilistically plausible configurations of features are selected to produce a list of candidates for several facial feature positions. In the next step, the configurations of feature points are evaluated using a novel criterion that is based on a Morphable Model and a combination of linear projections. To make the algorithm robust with respect to head orientation, this process is iterated while the estimate of pose is refined. Finally, the feature points initialize a model-fitting procedure of the Morphable Model. The result is a highresolution 3D surface model.

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 Dates: 2008-09
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: -
 Identifiers: URI: http://www.fg2008.nl/
BibTex Citekey: 5237
 Degree: -

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Title: 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
Place of Event: Amsterdam, The Netherlands
Start-/End Date: 2008-09-17 - 2008-09-19

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Title: 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition
Source Genre: Proceedings
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Publ. Info: Piscataway, NJ, USA : IEEE
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 1 - 8 Identifier: ISBN: 978-1-4244-2154-1