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  A Morphable 3D-Model of Korean Faces

Shin, A., Lee, S.-W., Bülthoff, H., & Wallraven, C. (2012). A Morphable 3D-Model of Korean Faces. In 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 2283-2288). Piscataway, NJ, USA: IEEE.

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Item Permalink: http://hdl.handle.net/21.11116/0000-0001-8AF5-F Version Permalink: http://hdl.handle.net/21.11116/0000-0001-8AF6-E
Genre: Conference Paper

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 Creators:
Shin, A, Author              
Lee, S-W, Author
Bülthoff, HH1, 2, Author              
Wallraven, C, Author              
Affiliations:
1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794              

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 Abstract: A 3D morphable face model represents the complex shape and appearance structure of faces as a compact representation in a vector space. Such a model has proven extremely useful in various fields such as face recognition, facial expression synthesis, face animation, as well as in the perceptual and cognitive sciences. One of the most important steps in creating a 3D morphable model is to establish correspondence between all faces - a highly non-trivial process because of the complex topology of faces. In this paper, we propose to use implicit surfaces for this task, which enables a robust method for establishing dense 3D correspondences. This algorithm is used to build a morphable face model from a large database of Korean faces that were collected. We show that our model is in correspondence with the well-known MPI model so that our face space can be expanded from Asian to Caucasian faces. In addition, with the resulting control parameters of the model, we demonstrate realistic changes of high-level facial attributes.

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 Dates: 2012-10
 Publication Status: Published in print
 Pages: -
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 Rev. Type: -
 Identifiers: DOI: 10.1109/ICSMC.2012.6378081
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Title: IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012)
Place of Event: Seoul, South Korea
Start-/End Date: 2012-10-14 - 2012-10-17

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Title: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Source Genre: Proceedings
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Publ. Info: Piscataway, NJ, USA : IEEE
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 2283 - 2288 Identifier: ISBN: 978-1-4673-1713-9