{"id":"https://openalex.org/W2095233599","doi":"https://doi.org/10.1145/2661229.2661287","title":"Mirror mirror","display_name":"Mirror mirror","publication_year":2014,"publication_date":"2014-11-18","ids":{"openalex":"https://openalex.org/W2095233599","doi":"https://doi.org/10.1145/2661229.2661287","mag":"2095233599"},"language":"en","primary_location":{"id":"doi:10.1145/2661229.2661287","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2661229.2661287","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102883508","display_name":"Jun-Yan Zhu","orcid":"https://orcid.org/0000-0001-8504-3410"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jun-Yan Zhu","raw_affiliation_strings":["University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112504929","display_name":"Aseem Agarwala","orcid":null},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aseem Agarwala","raw_affiliation_strings":["Adobe","[Adobe.]"],"affiliations":[{"raw_affiliation_string":"Adobe","institution_ids":["https://openalex.org/I1306409833"]},{"raw_affiliation_string":"[Adobe.]","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077436220","display_name":"Alexei A. Efros","orcid":"https://orcid.org/0000-0001-5720-8070"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexei A. Efros","raw_affiliation_strings":["University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024777042","display_name":"Eli Shechtman","orcid":"https://orcid.org/0000-0002-6783-1795"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eli Shechtman","raw_affiliation_strings":["Adobe","[Adobe.]"],"affiliations":[{"raw_affiliation_string":"Adobe","institution_ids":["https://openalex.org/I1306409833"]},{"raw_affiliation_string":"[Adobe.]","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100440604","display_name":"Jue Wang","orcid":"https://orcid.org/0000-0002-3641-3136"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jue Wang","raw_affiliation_strings":["Adobe","[Adobe.]"],"affiliations":[{"raw_affiliation_string":"Adobe","institution_ids":["https://openalex.org/I1306409833"]},{"raw_affiliation_string":"[Adobe.]","institution_ids":["https://openalex.org/I1306409833"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102883508"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":4.6336,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96084712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"33","issue":"6","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9986000061035156,"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/T11118","display_name":"Evolutionary Psychology and Human Behavior","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9650999903678894,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.8396108746528625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7752419114112854},{"id":"https://openalex.org/keywords/attractiveness","display_name":"Attractiveness","score":0.6829201579093933},{"id":"https://openalex.org/keywords/portrait","display_name":"Portrait","score":0.5956560969352722},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.569542646408081},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5597565770149231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49181368947029114},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.434164434671402},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3927423059940338},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35405611991882324},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17674210667610168},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1396327018737793},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.0812273621559143}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.8396108746528625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7752419114112854},{"id":"https://openalex.org/C31173074","wikidata":"https://www.wikidata.org/wiki/Q2632514","display_name":"Attractiveness","level":2,"score":0.6829201579093933},{"id":"https://openalex.org/C162462552","wikidata":"https://www.wikidata.org/wiki/Q134307","display_name":"Portrait","level":2,"score":0.5956560969352722},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.569542646408081},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5597565770149231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49181368947029114},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.434164434671402},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3927423059940338},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35405611991882324},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17674210667610168},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1396327018737793},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0812273621559143},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2661229.2661287","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2661229.2661287","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5}],"awards":[{"id":"https://openalex.org/G7435060025","display_name":null,"funder_award_id":"MURI N000141010934","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320307786","display_name":"Adobe Systems","ror":"https://ror.org/059tvcg64"},{"id":"https://openalex.org/F4320333591","display_name":"Multidisciplinary University Research Initiative","ror":null},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W82130502","https://openalex.org/W181871703","https://openalex.org/W187966054","https://openalex.org/W619338307","https://openalex.org/W1482384616","https://openalex.org/W1588539311","https://openalex.org/W1596560700","https://openalex.org/W1678356000","https://openalex.org/W1964357740","https://openalex.org/W1971623194","https://openalex.org/W1971687303","https://openalex.org/W1980331490","https://openalex.org/W1981219830","https://openalex.org/W1981813845","https://openalex.org/W1989426692","https://openalex.org/W2002349126","https://openalex.org/W2013784666","https://openalex.org/W2032004004","https://openalex.org/W2033711321","https://openalex.org/W2040431151","https://openalex.org/W2059009136","https://openalex.org/W2067032877","https://openalex.org/W2073482763","https://openalex.org/W2102836959","https://openalex.org/W2106715340","https://openalex.org/W2114991491","https://openalex.org/W2121142672","https://openalex.org/W2122350398","https://openalex.org/W2143899944","https://openalex.org/W2151541811","https://openalex.org/W2153709524","https://openalex.org/W2155817812","https://openalex.org/W2156001867","https://openalex.org/W2157285372","https://openalex.org/W2159017231","https://openalex.org/W2160777052","https://openalex.org/W2161969291","https://openalex.org/W2163078148","https://openalex.org/W2163371195","https://openalex.org/W2163546575","https://openalex.org/W2164545125","https://openalex.org/W2168031754","https://openalex.org/W2294130536","https://openalex.org/W2296179043","https://openalex.org/W2763110165","https://openalex.org/W2945608433","https://openalex.org/W2963020293","https://openalex.org/W3003252051","https://openalex.org/W3005219937","https://openalex.org/W3137722423","https://openalex.org/W4251434124","https://openalex.org/W4252959399","https://openalex.org/W4253012110","https://openalex.org/W4285719527","https://openalex.org/W4309598572"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"We":[0,21,44,56,76],"describe":[1],"a":[2,23,26,34,39,62,73,79,110,128,137],"method":[3],"for":[4,11,53],"providing":[5],"feedback":[6],"on":[7],"portrait":[8,84],"expressions,":[9],"and":[10,89],"selecting":[12],"the":[13,50,121],"most":[14],"attractive":[15,99],"expressions":[16,52,71],"from":[17,101],"large":[18],"video/photo":[19],"collections.":[20,104],"capture":[22],"video":[24],"of":[25,41,69,72,86,114],"subject's":[27],"face":[28],"while":[29],"they":[30],"are":[31],"engaged":[32],"in":[33],"task":[35],"designed":[36],"to":[37,48,60,96,127,145],"elicit":[38],"range":[40],"positive":[42],"emotions.":[43],"then":[45],"use":[46,57],"crowdsourcing":[47],"score":[49],"captured":[51],"their":[54,147],"attractiveness.":[55],"these":[58],"scores":[59],"train":[61,78],"model":[63,81,123],"that":[64,82,140],"can":[65,93,118],"automatically":[66,97],"predict":[67],"attractiveness":[68,85],"different":[70],"given":[74],"person.":[75],"also":[77],"cross-subject":[80,122],"evaluates":[83],"novel":[87],"subjects":[88],"show":[90,107],"how":[91,144],"it":[92,126],"be":[94],"used":[95],"mine":[98],"photos":[100],"personal":[102],"photo":[103],"Furthermore,":[105],"we":[106,117,135],"how,":[108],"with":[109],"little":[111],"bit":[112],"($5-worth)":[113],"extra":[115],"crowdsourcing,":[116],"substantially":[119],"improve":[120],"by":[124],"\"fine-tuning\"":[125],"new":[129],"individual":[130],"using":[131],"active":[132],"learning.":[133],"Finally,":[134],"demonstrate":[136],"training":[138],"app":[139],"helps":[141],"people":[142],"learn":[143],"mimic":[146],"best":[148],"expressions.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
