{"id":"https://openalex.org/W2015790695","doi":"https://doi.org/10.1167/9.8.562","title":"The use of shape and pigmentation information across the spectrum of face recognition ability","display_name":"The use of shape and pigmentation information across the spectrum of face recognition ability","publication_year":2010,"publication_date":"2010-03-24","ids":{"openalex":"https://openalex.org/W2015790695","doi":"https://doi.org/10.1167/9.8.562","mag":"2015790695"},"language":"en","primary_location":{"id":"doi:10.1167/9.8.562","doi":"https://doi.org/10.1167/9.8.562","is_oa":true,"landing_page_url":"https://doi.org/10.1167/9.8.562","pdf_url":null,"source":{"id":"https://openalex.org/S137468011","display_name":"Journal of Vision","issn_l":"1534-7362","issn":["1534-7362"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-2","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315919","host_organization_name":"Association for Research in Vision and Ophthalmology","host_organization_lineage":["https://openalex.org/P4310315919"],"host_organization_lineage_names":["Association for Research in Vision and Ophthalmology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vision","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1167/9.8.562","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020740265","display_name":"Richard P. Russell","orcid":"https://orcid.org/0000-0002-4007-8596","observed_orcids":["https://orcid.org/0000-0002-4007-8596"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Russell","raw_affiliation_strings":["Department of Psychology, Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Harvard University","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102307482","display_name":"Garga Chatterjee","orcid":"https://orcid.org/0000-0001-8681-546X","observed_orcids":["https://orcid.org/0000-0001-8681-546X"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Chatterjee","raw_affiliation_strings":["Department of Psychology, Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Harvard University","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067121954","display_name":"K. Nakayama","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Nakayama","raw_affiliation_strings":["Department of Psychology, Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Harvard University","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I136199984"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17605794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"8","first_page":"562","last_page":"562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/face-recognition-cognition","display_name":"face recognition (cognition)","score":0.9739999771118164},{"id":"https://openalex.org/keywords/prosopagnosia","display_name":"prosopagnosia","score":0.859000027179718},{"id":"https://openalex.org/keywords/super-recognisers","display_name":"super-recognisers","score":0.9480000138282776},{"id":"https://openalex.org/keywords/surface-reflectance","display_name":"surface reflectance","score":0.9739999771118164},{"id":"https://openalex.org/keywords/facial-similarity","display_name":"face similarity","score":0.7419999837875366},{"id":"https://openalex.org/keywords/perceptual-abilities","display_name":"perceptual skills","score":0.6470000147819519}],"concepts":[{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6829042434692383},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6610528230667114},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.560632050037384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5181295275688171},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.50979083776474},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5014293193817139},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4943091869354248},{"id":"https://openalex.org/C161657702","wikidata":"https://www.wikidata.org/wiki/Q529895","display_name":"Face perception","level":3,"score":0.4776555299758911},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45141342282295227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42738109827041626},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42682546377182007},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.36127233505249023},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1311779022216797},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06133273243904114},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1167/9.8.562","doi":"https://doi.org/10.1167/9.8.562","is_oa":true,"landing_page_url":"https://doi.org/10.1167/9.8.562","pdf_url":null,"source":{"id":"https://openalex.org/S137468011","display_name":"Journal of Vision","issn_l":"1534-7362","issn":["1534-7362"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-2","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315919","host_organization_name":"Association for Research in Vision and Ophthalmology","host_organization_lineage":["https://openalex.org/P4310315919"],"host_organization_lineage_names":["Association for Research in Vision and Ophthalmology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vision","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1167/9.8.562","doi":"https://doi.org/10.1167/9.8.562","is_oa":true,"landing_page_url":"https://doi.org/10.1167/9.8.562","pdf_url":null,"source":{"id":"https://openalex.org/S137468011","display_name":"Journal of Vision","issn_l":"1534-7362","issn":["1534-7362"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-2","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315919","host_organization_name":"Association for Research in Vision and Ophthalmology","host_organization_lineage":["https://openalex.org/P4310315919"],"host_organization_lineage_names":["Association for Research in Vision and Ophthalmology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vision","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2097600425","https://openalex.org/W2057114659","https://openalex.org/W2753362348","https://openalex.org/W2901445344","https://openalex.org/W2163470562","https://openalex.org/W3187055890","https://openalex.org/W3181399444","https://openalex.org/W3125017753","https://openalex.org/W4399174442","https://openalex.org/W1988624376"],"abstract_inverted_index":{"Recent":[0],"work":[1],"has":[2],"demonstrated":[3],"that":[4,54,175,204],"the":[5,18,34,91,161,165,168,184,187,191,197,213,227],"range":[6],"of":[7,150,154,177,206],"face":[8,59,77,101,109,119,122,243],"recognition":[9,60,78,102,110,244],"ability":[10,111,116],"is":[11,44,53,89,112,240],"very":[12,96,99],"large,":[13],"with":[14,95,115,242],"developmental":[15,219],"prosopagnosics":[16,129],"at":[17,33],"low":[19],"end":[20,36],"(who":[21,37],"in":[22,104,144,152],"severe":[23],"cases":[24],"have":[25,68],"difficulty":[26],"identifying":[27],"nuclear":[28],"family":[29],"members)":[30],"and":[31,63,98,130,224,229],"super-recognizers":[32,131,225],"high":[35],"report":[38,126],"rarely":[39],"forgetting":[40],"a":[41,140,148,157],"face).":[42],"It":[43],"not":[45],"known":[46],"what":[47],"underlies":[48],"this":[49,88],"variation.":[50],"One":[51],"possibility":[52],"lower-level":[55],"perceptual":[56],"abilities":[57],"predict":[58],"ability.":[61,245],"Shape":[62],"pigmentation":[64,162,178,199,230,238],"(surface":[65],"reflectance)":[66],"information":[67,179,208],"been":[69],"shown":[70],"to":[71,85,106,117,156,182,193,211],"be":[72,194],"about":[73],"equally":[74],"useful":[75],"for":[76,93],"by":[79,218],"normal":[80,135,221],"observers.":[81],"This":[82],"study":[83],"seeks":[84],"determine":[86,107,234],"whether":[87,108,235],"also":[90],"case":[92],"people":[94],"good":[97],"bad":[100],"ability,":[103],"order":[105,153],"selectively":[113],"associated":[114,241],"perceive":[118],"shape":[120,170,188,207,228,236],"or":[121,237],"pigmentation.":[123],"Here":[124],"we":[125,232],"findings":[127],"from":[128],"as":[132,134],"well":[133],"control":[136,222],"subjects.":[137],"Subjects":[138],"performed":[139],"facial":[141],"similarity":[142,155],"task,":[143],"which":[145],"they":[146],"sorted":[147,195],"set":[149],"faces":[151,166,192],"target":[158],"face.":[159],"In":[160,186],"condition":[163,189],"all":[164,190],"had":[167,196],"same":[169,198],"but":[171,200],"different":[172,201],"pigmentation,":[173],"so":[174,203],"use":[176,205],"was":[180,209],"required":[181,210],"perform":[183,212],"task.":[185,214],"shape,":[202],"By":[215],"comparing":[216],"performance":[217],"prosopagnosics,":[220],"subjects,":[223],"on":[226],"conditions,":[231],"can":[233],"perception":[239]},"counts_by_year":[],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}