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Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/16402
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dc.contributor.authorHancock, Peter J Ben_UK
dc.contributor.authorBruce, Vickien_UK
dc.contributor.authorBurton, A Mikeen_UK
dc.contributor.editorBullinaria, JAen_UK
dc.contributor.editorGlasspool, DWen_UK
dc.contributor.editorHoughton, Gen_UK
dc.date.accessioned2016-12-08T01:51:38Z-
dc.date.available2016-12-08T01:51:38Zen_UK
dc.date.issued1998en_UK
dc.identifier.urihttp://hdl.handle.net/1893/16402-
dc.description.abstractA variety of experimental results indicate that the human visual system processes faces at least to some extent holistically, rather than by analysing individual features such as nose and eyes. Principal Components Analysis (PCA) of face images, which is widely used in engineering approaches to face identification, produces an inherently global representation. We investigate the psychological plausibility of this representation, looking at correlations with human perceptions of memorability and similarity. We show that transformation of faces to an average shape prior to PCA improves correlations with human ratingsen_UK
dc.language.isoenen_UK
dc.publisherSpringeren_UK
dc.relationHancock PJB, Bruce V & Burton AM (1998) Testing principal component representations for faces. In: Bullinaria J, Glasspool D & Houghton G (eds.) 4th Neural Computation and Psychology Workshop, London, 9–11 April 1997: Connectionist Representations. Perspectives in Neural Computing. 4th Neural Computation and Psychology Workshop, London, 09.04.1997-11.04.1997. London: Springer, pp. 84-97. http://link.springer.com/chapter/10.1007/978-1-4471-1546-5_8; https://doi.org/10.1007/978-1-4471-1546-5_8en_UK
dc.relation.ispartofseriesPerspectives in Neural Computingen_UK
dc.rightsThe publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study.en_UK
dc.rights.urihttp://www.rioxx.net/licenses/under-embargo-all-rights-reserveden_UK
dc.titleTesting principal component representations for facesen_UK
dc.typeConference Paperen_UK
dc.rights.embargodate2999-03-31en_UK
dc.rights.embargoreason[Testing principal component representations for faces.pdf] The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work.en_UK
dc.identifier.doi10.1007/978-1-4471-1546-5_8en_UK
dc.citation.issn1431-6854en_UK
dc.citation.spage84en_UK
dc.citation.epage97en_UK
dc.citation.publicationstatusPublisheden_UK
dc.type.statusAM - Accepted Manuscripten_UK
dc.identifier.urlhttp://link.springer.com/chapter/10.1007/978-1-4471-1546-5_8en_UK
dc.author.emailp.j.b.hancock@stir.ac.uken_UK
dc.citation.btitle4th Neural Computation and Psychology Workshop, London, 9–11 April 1997: Connectionist Representationsen_UK
dc.citation.conferencedates1997-04-09 - 1997-04-11en_UK
dc.citation.conferencelocationLondonen_UK
dc.citation.conferencename4th Neural Computation and Psychology Workshopen_UK
dc.citation.date30/04/1997en_UK
dc.citation.isbn978-3-540-76208-9en_UK
dc.publisher.addressLondonen_UK
dc.contributor.affiliationPsychologyen_UK
dc.contributor.affiliationPsychologyen_UK
dc.contributor.affiliationUniversity of Glasgowen_UK
dc.identifier.isiWOS:000073876000008en_UK
dc.identifier.wtid688209en_UK
dc.contributor.orcid0000-0001-6025-7068en_UK
dcterms.dateAccepted1997-04-30en_UK
dc.date.filedepositdate2013-08-05en_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
rioxxterms.versionAMen_UK
local.rioxx.authorHancock, Peter J B|0000-0001-6025-7068en_UK
local.rioxx.authorBruce, Vicki|en_UK
local.rioxx.authorBurton, A Mike|en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.contributorBullinaria, JA|en_UK
local.rioxx.contributorGlasspool, DW|en_UK
local.rioxx.contributorHoughton, G|en_UK
local.rioxx.freetoreaddate2999-03-31en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/under-embargo-all-rights-reserved||en_UK
local.rioxx.filenameTesting principal component representations for faces.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source978-3-540-76208-9en_UK
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