?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Generalization+From+a+Single+View+in+Face+Recognition&rft.creator=Lando%2C+Maria&rft.creator=Edelman%2C+Shimon&rft.subject=Cognitive+Psychology&rft.description=We+describe+a+computational+model+of+face+recognition%2C+which+generalizes+from+single+views+of+faces%2C+by+taking+advantage+of+prior+experience+with+other+faces%2C+seen+under+a+wider+range+of+viewing+conditions.+The+model+represents+face+images+by+vectors+of+activities+of+graded+overlapping+receptive+fields+(RFs).+It+relies+on+high+spatial+frequency+information+to+estimate+the+viewing+conditions%2C+which+are+then+used+to+normalize+(via+a+transformation+specific+for+faces)%2C+and+identify%2C+the+low+spatial+frequency+representation+of+the+input.+The+class-specific+transformation+approach+allows+the+model+to+replicate+a+series+of+psychophysical+findings+on+face+recognition%2C+and+constitutes+an+advance+over+current+face+recognition+methods%2C+which+are+incapable+of+generalization+from+a+single+example.&rft.date=1995&rft.type=Preprint&rft.type=PeerReviewed&rft.format=application%2Fpostscript&rft.identifier=http%3A%2F%2Fcogprints.org%2F576%2F2%2F199711010.ps&rft.identifier=++Lando%2C+Maria+and+Edelman%2C+Shimon++(1995)+Generalization+From+a+Single+View+in+Face+Recognition.++%5BPreprint%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F576%2F