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Generating 3D Virtual Populations from Pictures of a Few Individuals

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Algorithms and Data Structures (WADS 1999)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1663))

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Abstract

This paper describes a method for cloning faces from two orthogonal pictures and for generating populations from a small number of these clones. An efficient method for reconstructing 3D heads suitable for animation from pictures starts with the extraction of feature points from the orthogonal picture sets. Data from several such heads serve to statistically infer the parameters of the multivariate probability distribution characterizing a hypothetical population of heads. A previously constructed, animation-ready generic model is transformed to each individualized head based on the features either extracted from the orthogonal pictures or determined by a sample point from the multivariate distribution. Using projections of the 3D heads, 2D texture images are obtained for individuals reconstructed from pictures, which are then fitted to the clone, a fully automated procedure resulting in 360° texture mapping. For heads generated through population sampling, a texture morphing algorithm generates new texture mappings.

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Author information

Authors and Affiliations

  1. Miralab, Centre Universitaire d’Informatique, University of Geneva, 24, rue Général Dufour, CH 1211, Geneva 4, Switzerland

    WonSook Lee, Pierre Beylot & Nadia Magnenat-Thalmann

  2. Centre de recherches mathématiques, Université de Montréal, CP 6128, Montréal H3C, Québec

    David Sankoff

Authors
  1. WonSook Lee
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  2. Pierre Beylot
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  3. David Sankoff
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  4. Nadia Magnenat-Thalmann
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Editor information

Editors and Affiliations

  1. School of Computer Science, Carleton University, 1125 Colonel By Drive, Ottawa, Canada, K1S 5B6

    Frank Dehne  & Jörg-Rüdiger Sack  & 

  2. School of Computer Science, Simon Fraser University, Burnaby, BC, Canada, V5A 1S6

    Arvind Gupta

  3. Center for Geometric Computing Providence, Brown University, RI, 02912-1910, USA

    Roberto Tamassia

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© 1999 Springer-Verlag Berlin Heidelberg

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Lee, W., Beylot, P., Sankoff, D., Magnenat-Thalmann, N. (1999). Generating 3D Virtual Populations from Pictures of a Few Individuals. In: Dehne, F., Sack, JR., Gupta, A., Tamassia, R. (eds) Algorithms and Data Structures. WADS 1999. Lecture Notes in Computer Science, vol 1663. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48447-7_15

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  • DOI: https://doi.org/10.1007/3-540-48447-7_15

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66279-2

  • Online ISBN: 978-3-540-48447-9

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