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  Synthesis of Novel Views from a Single Face Image

Vetter, T. (1998). Synthesis of Novel Views from a Single Face Image. International Journal of Computer Vision, 28(2), 102-116. doi:10.1023/A:1008058932445.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-E863-3 Version Permalink: http://hdl.handle.net/21.11116/0000-0005-C7B3-0
Genre: Journal Article

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 Creators:
Vetter, T1, 2, 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, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

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 Abstract: Images formed by a human face change with viewpoint. A new technique is described for synthesizing images of faces from new viewpoints, when only a single 2D image is available. A novel 2D image of a face can be computed without explicitly computing the 3D structure of the head. The technique draws on a single generic 3D model of a human head and on prior knowledge of faces based on example images of other faces seen in different poses. The example images are used to ’’learn‘‘ a pose-invariant shape and texture description of a new face. The 3D model is used to solve the correspondence problem between images showing faces in different poses. The proposed method is interesting for view independent face recognition tasks as well as for image synthesis problems in areas like teleconferencing and virtualized reality.

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 Dates: 1998-06
 Publication Status: Published in print
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 Rev. Method: -
 Identifiers: DOI: 10.1023/A:1008058932445
BibTex Citekey: 266
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Title: International Journal of Computer Vision
  Other : Int. J. Comput. Vis.
Source Genre: Journal
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Publ. Info: Hingham, Mass. : Kluwer Academic Publishers
Pages: - Volume / Issue: 28 (2) Sequence Number: - Start / End Page: 102 - 116 Identifier: ISSN: 0920-5691
CoNE: https://pure.mpg.de/cone/journals/resource/954925564668