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  Image synthesis from a single example image

Vetter, T., & Poggio, T. (1996). Image synthesis from a single example image. In B. Buxton, & R. Cipolla (Eds.), Computer Vision: ECCV '96: 4th European Conference on Computer Vision Cambridge, UK, April 15–18, 1996 (pp. 652-659). Berlin, Germany: Springer.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-EB8E-4 Version Permalink: https://hdl.handle.net/21.11116/0000-0005-EA63-4
Genre: Conference Paper

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https://link.springer.com/content/pdf/10.1007%2FBFb0015575.pdf (Publisher version)
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 Creators:
Vetter, T1, 2, Author           
Poggio, T, 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: The need to generate new views of a 3D object from a single real image arises in several fields, including graphics and object recognition. While the traditional approach relies on the use of 3D models, we exploit 2D image transformations that are specific to the relevant object class and learnable from example views of other ldquoprototypicalrdquo objects of the same class.
For linear object classes we show that linear transformations can be learned exactly from a basis set of 2D prototypical views. We demonstrate the approach on artificial objects and then show preliminary evidence that the technique can effectively ldquorotaterdquo high-resolution face images from a single 2D view.

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 Dates: 1996-04
 Publication Status: Issued
 Pages: -
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 Table of Contents: -
 Rev. Type: -
 Identifiers: DOI: 10.1007/BFb0015575
BibTex Citekey: 1890
 Degree: -

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Title: 4th European Conference on Computer Vision (ECCV 1996)
Place of Event: Cambridge, UK
Start-/End Date: 1996-04-15 - 1996-04-18

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Source 1

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Title: Computer Vision: ECCV '96: 4th European Conference on Computer Vision Cambridge, UK, April 15–18, 1996
Source Genre: Proceedings
 Creator(s):
Buxton, B, Editor
Cipolla, R, Editor
Affiliations:
-
Publ. Info: Berlin, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 652 - 659 Identifier: ISBN: 3-540-61122-3

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Title: Lecture Notes in Computer Science
Source Genre: Proceedings
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Publ. Info: -
Pages: - Volume / Issue: 1064 Sequence Number: - Start / End Page: - Identifier: -