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  Learning novel views to a single face image

Vetter, T. (1996). Learning novel views to a single face image. In C. von der Malsburg, W. von Seelen, J. Vorbrüggen, & B. Sendhoff (Eds.), Artificial Neural Networks: ICANN 96: 1996 International Conference Bochum, Germany, July 16–19, 1996 (pp. 715-719). Berlin, Germany: Springer.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-EB52-6 Version Permalink: https://hdl.handle.net/21.11116/0000-0005-E95C-E
Genre: Conference Paper

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https://link.springer.com/content/pdf/10.1007%2F3-540-61510-5_121.pdf (Publisher version)
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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: 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 prior knowledge of faces based on example images of other faces seen in different poses and on a single generic 3D model of a human head. 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 degree based on a training set of 100 faces are shown.

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 Dates: 1996-07
 Publication Status: Issued
 Pages: -
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 Table of Contents: -
 Rev. Type: -
 Identifiers: DOI: 10.1007/3-540-61510-5_121
BibTex Citekey: 1891
 Degree: -

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Title: 6th International Conference on Artificial Neural Networks (ICANN 1996)
Place of Event: Bochum, Germany
Start-/End Date: 1996-07-16 - 1996-07-19

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Title: Artificial Neural Networks: ICANN 96: 1996 International Conference Bochum, Germany, July 16–19, 1996
Source Genre: Proceedings
 Creator(s):
von der Malsburg, C, Editor
von Seelen, W, Editor
Vorbrüggen, JC, Editor
Sendhoff, B, Editor
Affiliations:
-
Publ. Info: Berlin, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 715 - 719 Identifier: ISBN: 978-3-540-61510-1

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Title: Lecture Notes in Computer Science
Source Genre: Series
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Pages: - Volume / Issue: 1112 Sequence Number: - Start / End Page: - Identifier: -