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  Synthesis of novel views from a single face image

Vetter, T.(1996). Synthesis of novel views from a single face image (26). Tübingen, Germany: Max Planck Institute for Biological Cybernetics.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-EBC2-C Version Permalink: https://hdl.handle.net/21.11116/0000-0002-9365-6
Genre: Report

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MPIK-TR-26.pdf (Publisher version), 261KB
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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 knowledge about 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. Examples of synthetic ``rotations''
over 24 degrees based on a training set of 100 faces are shown.

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 Dates: 1996-02
 Publication Status: Issued
 Pages: 13
 Publishing info: Tübingen, Germany : Max Planck Institute for Biological Cybernetics
 Table of Contents: -
 Rev. Type: -
 Identifiers: Report Nr.: 26
BibTex Citekey: 1489
 Degree: -

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Title: Technical Report of the Max Planck Institute for Biological Cybernetics
Source Genre: Series
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Pages: - Volume / Issue: 26 Sequence Number: - Start / End Page: - Identifier: -