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  View-based recognition of faces in man and machine: Re-visiting Inter-Extra-Ortho

Wallraven, C., Schwaninger, A., Schumacher, S., & Bülthoff, H. (2002). View-based recognition of faces in man and machine: Re-visiting Inter-Extra-Ortho. In Biologically Motivated Computer Vision: Second International Workshop, BMCV 2002 Tübingen, Germany, November 22–24, 2002 (pp. 651-660). Berlin, Germany: Springer.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-DE5C-A Version Permalink: https://hdl.handle.net/21.11116/0000-0005-89A7-4
Genre: Conference Paper

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http://link.springer.com/content/pdf/10.1007%2F3-540-36181-2_65.pdf (Publisher version)
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 Creators:
Wallraven, C1, 2, Author           
Schwaninger, A1, 2, Author           
Schumacher, S, Author
Bülthoff, HH1, 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: For humans, faces are highly overlearned stimuli, which are encountered in everyday life in all kinds of poses and views. Using psychophysics we investigated the effects of viewpoint on human face recognition. The experimental paradigm is modeled after the inter-extra-ortho experiment using unfamiliar objects by Bülthoff and Edelman [5]. Our results show a strong viewpoint effect for face recognition, which replicates the earlier findings and provides important insights into the biological plausibility of view-based recognition approaches (alignment of a 3D model, linear combination of 2D views and view-interpolation). We then compared human recognition performance to a novel computational view-based approach [29] and discuss improvements of view-based algorithms using local part-based information.

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 Dates: 2002-11
 Publication Status: Issued
 Pages: -
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 Rev. Type: -
 Identifiers: DOI: 10.1007/3-540-36181-2_65
BibTex Citekey: 1987
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Title: Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002)
Place of Event: Tübingen, Germany
Start-/End Date: 2002-11-22 - 2002-11-24

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Title: Biologically Motivated Computer Vision: Second International Workshop, BMCV 2002 Tübingen, Germany, November 22–24, 2002
Source Genre: Proceedings
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Publ. Info: Berlin, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 651 - 660 Identifier: ISBN: 3-540-00174-3

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Title: Lecture Notes in Computer Science
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Pages: - Volume / Issue: 2525 Sequence Number: - Start / End Page: - Identifier: -