DocumentCode
2079343
Title
Manifold caricatures: on the psychological consistency of computer face recognition
Author
Costen, Nicholas ; Craw, Ian ; Kato, Takashi ; Robertson, Graham ; Akamatsu, Shigeru
fYear
1996
fDate
14-16 Oct 1996
Firstpage
4
Lastpage
9
Abstract
We derive a machine-based face recognition system theoretically which is similar to many practical ones and show its behaviour has features of the human system. We reproduce the caricature effect, show that human and machine-based similarity and distinctiveness are connected and confirm machine based predictions of typicality with human data. Finally we draw lessons for machine-based recognition
Keywords
face recognition; feature extraction; image recognition; caricature effect; computer face recognition; distinctiveness; machine based predictions; machine-based recognition; machine-based similarity; manifold caricatures; psychological consistency; Face detection; Face recognition; Humans; Image recognition; Information processing; Machine vision; Manifolds; Probes; Psychology; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 1996., Proceedings of the Second International Conference on
Conference_Location
Killington, VT
Print_ISBN
0-8186-7713-9
Type
conf
DOI
10.1109/AFGR.1996.557236
Filename
557236
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