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  Image synthesis from a single example image

Vetter, T. (1996). Image synthesis from a single example image. ECCV'96, Cambridge UK, LNCS 1065, 652-659.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-EB8E-4 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-EB8F-2
Genre: Conference Paper

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 Creators:
Vetter, T1, Author           
Buxton R. Cipolla, B., Editor
Affiliations:
1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              

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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: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: ISBN: 3-540-61122-3
URI: http://www.springerlink.com/content/p566r85551115152/fulltext.pdf
DOI: 10.1007/BFb0015575
BibTex Citekey: 1890
 Degree: -

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Title: 4th European Conference on Computer Vision
Place of Event: Cambridge UK
Start-/End Date: -

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Title: ECCV'96, Cambridge UK, LNCS 1065
Source Genre: Journal
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Publ. Info: Berlin, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 652 - 659 Identifier: -