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Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/348
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dc.contributor.authorHancock, Peter J Ben_UK
dc.date.accessioned2013-06-09T00:16:57Z-
dc.date.available2013-06-09T00:16:57Z-
dc.date.issued2000-06en_UK
dc.identifier.urihttp://hdl.handle.net/1893/348-
dc.description.abstractA system that uses an underlying genetic algorithm to evolve faces in response to user selection is described. The descriptions of faces used by the system are derived from a statistical analysis of a set of faces. The faces used for generation are transformed to an average shape by defining locations around each face and morphing. The shape-free images and shape vectors are then separately subjected to principal components analysis. Novel faces are generated by recombining the image components ("eigenfaces") and then morphing their shape according to the principal components of the shape vectors ("eigenshapes"). The prototype system indicates that such statistical analysis of a set of faces can produce plausible, randomly generated photographic images.en_UK
dc.language.isoenen_UK
dc.publisherPsychonomic Societyen_UK
dc.relationHancock PJB (2000) Evolving faces from principal components. Behavior Research Methods, Instruments and Computers, 32 (2), pp. 327-333. https://doi.org/10.3758/BF03207802en_UK
dc.rightsPublished in Behavior research methods, instruments and computers by Psychonomic Societyen_UK
dc.subjectFace PCAen_UK
dc.subjectfacial compositesen_UK
dc.subjectEvolutionary algorithmen_UK
dc.subjectEigenfaceen_UK
dc.subjectEigenshapeen_UK
dc.subjectFace perceptionen_UK
dc.subjectFace physiologyen_UK
dc.subjectMorphologyen_UK
dc.titleEvolving faces from principal componentsen_UK
dc.typeJournal Articleen_UK
dc.identifier.doi10.3758/BF03207802en_UK
dc.citation.jtitleBehavior Research Methods, Instruments and Computersen_UK
dc.citation.issn0743-3808en_UK
dc.citation.volume32en_UK
dc.citation.issue2en_UK
dc.citation.spage327en_UK
dc.citation.epage333en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusAM - Accepted Manuscripten_UK
dc.contributor.affiliationPsychologyen_UK
dc.identifier.isiWOS:000087668700017en_UK
dc.identifier.scopusid2-s2.0-0034180485en_UK
dc.identifier.wtid809152en_UK
dc.contributor.orcid0000-0001-6025-7068en_UK
dcterms.dateAccepted2000-06-30en_UK
dc.date.filedepositdate2008-04-25en_UK
rioxxterms.typeJournal Article/Reviewen_UK
rioxxterms.versionAMen_UK
local.rioxx.authorHancock, Peter J B|0000-0001-6025-7068en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.freetoreaddate2008-04-25en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/all-rights-reserved|2008-04-25|en_UK
local.rioxx.filenameBRMIC2000.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source0743-3808en_UK
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