Manifold Caricatures: on the Psychological Consistency of Computer Face Recognition

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Second IEEE International Conference on Automatic Face and Gesture Recognition (FG '96)

Killington, Vermont

October 14-October 16

ISBN: 0-8186-7713-9

	ASCII Text	x
	Nicholas Costen, Takashi Kato, and Shigeru Akamatsu, Ian Craw, Graham Robertson, "Manifold Caricatures: on the Psychological Consistency of Computer Face Recognition," Automatic Face and Gesture Recognition, IEEE International Conference on, pp. 4, Second IEEE International Conference on Automatic Face and Gesture Recognition (FG '96), 1996.

	BibTex	x
	@article{ 10.1109/AFGR.1996.557236, author = {Nicholas Costen and Takashi Kato and and Shigeru Akamatsu and Ian Craw and Graham Robertson}, title = {Manifold Caricatures: on the Psychological Consistency of Computer Face Recognition}, journal ={Automatic Face and Gesture Recognition, IEEE International Conference on}, volume = {0}, year = {1996}, isbn = {0-8186-7713-9}, pages = {4}, doi = {http://doi.ieeecomputersociety.org/10.1109/AFGR.1996.557236}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Automatic Face and Gesture Recognition, IEEE International Conference on TI - Manifold Caricatures: on the Psychological Consistency of Computer Face Recognition SN - 0-8186-7713-9 SP EP A1 - Nicholas Costen, A1 - Takashi Kato, A1 - and Shigeru Akamatsu, A1 - Ian Craw, A1 - Graham Robertson, PY - 1996 KW - manifolds KW - caricatures KW - morphs KW - human judgments VL - 0 JA - Automatic Face and Gesture Recognition, IEEE International Conference on ER -

Nicholas Costen, ATR Human Information Processing Laboratories

Takashi Kato, ATR Human Information Processing Laboratories

and Shigeru Akamatsu, ATR Human Information Processing Laboratories

Ian Craw, University of Aberdeen

Graham Robertson, University of Aberdeen

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AFGR.1996.557236

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.

Index Terms:

manifolds, caricatures, morphs, human judgments

Citation:

Nicholas Costen, Takashi Kato, and Shigeru Akamatsu, Ian Craw, Graham Robertson, "Manifold Caricatures: on the Psychological Consistency of Computer Face Recognition," fg, pp.4, Second IEEE International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

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