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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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Urheber

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 Urheber:
Breuer, P, Autor
Kim, KI1, 2, Autor           
Kienzle, W1, 2, Autor           
Schölkopf, B1, 2, Autor           
Blanz, V, Autor           
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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Schlagwörter: -
 Zusammenfassung: 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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 Datum: 2008-09
 Publikationsstatus: Erschienen
 Seiten: -
 Ort, Verlag, Ausgabe: -
 Inhaltsverzeichnis: -
 Art der Begutachtung: -
 Identifikatoren: URI: http://www.fg2008.nl/
BibTex Citekey: 5237
 Art des Abschluß: -

Veranstaltung

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Titel: 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
Veranstaltungsort: Amsterdam, The Netherlands
Start-/Enddatum: 2008-09-17 - 2008-09-19

Entscheidung

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Quelle 1

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Titel: 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition
Genre der Quelle: Konferenzband
 Urheber:
Affiliations:
Ort, Verlag, Ausgabe: Piscataway, NJ, USA : IEEE
Seiten: - Band / Heft: - Artikelnummer: - Start- / Endseite: 1 - 8 Identifikator: ISBN: 978-1-4244-2154-1