{"id":"https://openalex.org/W4400527414","doi":"https://doi.org/10.1109/fg59268.2024.10581953","title":"Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition","display_name":"Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400527414","doi":"https://doi.org/10.1109/fg59268.2024.10581953"},"language":"en","primary_location":{"id":"doi:10.1109/fg59268.2024.10581953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101950279","display_name":"Pedro C. Neto","orcid":"https://orcid.org/0000-0003-1333-4889"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro C. Neto","raw_affiliation_strings":["University of Porto,Faculty of Engineering,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Porto,Faculty of Engineering,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075691650","display_name":"Rafael M. Mamede","orcid":"https://orcid.org/0000-0002-8313-2468"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rafael M. Mamede","raw_affiliation_strings":["University of Porto,Faculty of Engineering,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Porto,Faculty of Engineering,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103362952","display_name":"Carolina Guilherme de Albuquerque","orcid":null},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carolina Albuquerque","raw_affiliation_strings":["University of Porto,Faculty of Engineering,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Porto,Faculty of Engineering,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048973505","display_name":"Tiago Gon\u00e7alves","orcid":"https://orcid.org/0000-0003-4744-9174"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Tiago Gon\u00e7alves","raw_affiliation_strings":["University of Porto,Faculty of Engineering,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Porto,Faculty of Engineering,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047243790","display_name":"Ana F. Sequeira","orcid":"https://orcid.org/0000-0002-6685-2033"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana F. Sequeira","raw_affiliation_strings":["University of Porto,Faculty of Engineering,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Porto,Faculty of Engineering,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":0.7888,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76189363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.6934000253677368,"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":0.6934000253677368,"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":0.6263999938964844,"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/computer-science","display_name":"Computer science","score":0.7472717761993408},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.625618577003479},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5975014567375183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5510351657867432},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48058152198791504}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7472717761993408},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.625618577003479},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5975014567375183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5510351657867432},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48058152198791504},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg59268.2024.10581953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8327605532","display_name":null,"funder_award_id":"2020.06434.BD,2021.06872.BD","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W2347824352","https://openalex.org/W2098693229","https://openalex.org/W2112875849","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Face":[0],"recognition":[1,78],"applications":[2],"have":[3,61,84,171,182],"grown":[4],"in":[5],"parallel":[6],"with":[7],"the":[8,35,65,81,93,102,105,140,153,161,167,191,194],"size":[9],"of":[10,13,67,107,142],"datasets,":[11,114],"complexity":[12],"deep":[14,22],"learning":[15,23],"models":[16,24,95,108],"and":[17,30,41,47,112,130,157,176],"computational":[18,31],"power.":[19],"However,":[20],"while":[21,185],"evolve":[25],"to":[26,75,88,92,122,189],"become":[27],"more":[28],"capable":[29],"power":[32],"keeps":[33],"increasing,":[34],"datasets":[36,70,159],"available":[37],"are":[38,50],"being":[39,201],"retracted":[40],"removed":[42],"from":[43,200],"public":[44],"access.":[45],"Privacy":[46],"ethical":[48],"concerns":[49],"relevant":[51],"topics":[52],"within":[53,145],"these":[54,134],"domains.":[55],"Through":[56],"generative":[57],"artificial":[58],"intelligence,":[59],"researchers":[60],"put":[62],"efforts":[63],"into":[64],"development":[66],"completely":[68],"synthetic":[69,113,158,177,192],"that":[71,184],"can":[72],"be":[73,198],"used":[74],"train":[76],"face":[77],"systems.":[79],"Nonetheless,":[80],"recent":[82],"advances":[83],"not":[85,197],"been":[86],"sufficient":[87],"achieve":[89],"performance":[90,106],"comparable":[91],"state-of-the-art":[94],"trained":[96,109],"on":[97,110,139,160],"real":[98,111,129,156,175,186],"data.":[99],"To":[100],"study":[101],"drift":[103],"between":[104,155,174],"we":[115,136,150,170,181],"leverage":[116],"a":[117],"massive":[118],"attribute":[119,144,162],"classifier":[120],"(MAC)":[121],"create":[123],"annotations":[124],"for":[125],"four":[126,147],"datasets:":[127],"two":[128,131],"synthetic.":[132],"From":[133],"annotations,":[135],"conduct":[137],"studies":[138],"distribution":[141],"each":[143],"all":[146],"datasets.":[148],"Additionally,":[149],"further":[151,199],"inspect":[152],"differences":[154,173],"set.":[163],"When":[164],"comparing":[165],"through":[166],"Kullback-Leibler":[168],"divergence":[169],"found":[172],"samples.":[178],"Interestingly":[179],"enough,":[180],"verified":[183],"samples":[187],"suffice":[188],"explain":[190],"distribution,":[193],"opposite":[195],"could":[196],"true.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
