{"id":"https://openalex.org/W2775492358","doi":"https://doi.org/10.1109/roman.2017.8172359","title":"Face image-based age and gender estimation with consideration of ethnic difference","display_name":"Face image-based age and gender estimation with consideration of ethnic difference","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2775492358","doi":"https://doi.org/10.1109/roman.2017.8172359","mag":"2775492358"},"language":"en","primary_location":{"id":"doi:10.1109/roman.2017.8172359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roman.2017.8172359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)","raw_type":"proceedings-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/A5057225987","display_name":"Minchul Shin","orcid":"https://orcid.org/0000-0002-0638-2017"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minchul Shin","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112458527","display_name":"Ju-Hwan Seo","orcid":"https://orcid.org/0000-0002-5847-1767"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ju-Hwan Seo","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072713763","display_name":"Dong\u2010Soo Kwon","orcid":"https://orcid.org/0000-0003-1540-3307"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Soo Kwon","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.4618,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.74209038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"567","last_page":"572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9998000264167786,"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":0.9998000264167786,"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":0.996999979019165,"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/T10828","display_name":"Biometric Identification and Security","score":0.9573000073432922,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/ethnic-group","display_name":"Ethnic group","score":0.8038406372070312},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7393566370010376},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.7328004240989685},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.704825222492218},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6071892380714417},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5991237163543701},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5875666737556458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5573959350585938},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5007236003875732},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3613511323928833},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10417938232421875},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0960259735584259},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07258591055870056}],"concepts":[{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.8038406372070312},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7393566370010376},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.7328004240989685},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.704825222492218},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6071892380714417},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5991237163543701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5875666737556458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5573959350585938},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5007236003875732},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3613511323928833},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10417938232421875},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0960259735584259},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07258591055870056},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/roman.2017.8172359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roman.2017.8172359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W825525975","https://openalex.org/W1545641654","https://openalex.org/W1686810756","https://openalex.org/W1782590233","https://openalex.org/W1825459403","https://openalex.org/W1905153633","https://openalex.org/W1967022358","https://openalex.org/W1969038863","https://openalex.org/W1978401135","https://openalex.org/W2041616772","https://openalex.org/W2068015998","https://openalex.org/W2084652052","https://openalex.org/W2087681821","https://openalex.org/W2088060499","https://openalex.org/W2095899461","https://openalex.org/W2102570318","https://openalex.org/W2106115875","https://openalex.org/W2110551327","https://openalex.org/W2113855951","https://openalex.org/W2114218793","https://openalex.org/W2115651492","https://openalex.org/W2155893237","https://openalex.org/W2161775025","https://openalex.org/W2163808566","https://openalex.org/W2164034100","https://openalex.org/W2194775991","https://openalex.org/W2246249023","https://openalex.org/W2294427751","https://openalex.org/W2550929906","https://openalex.org/W2950094539","https://openalex.org/W4241598541"],"related_works":["https://openalex.org/W2381483116","https://openalex.org/W2348506863","https://openalex.org/W2371917728","https://openalex.org/W2007982614","https://openalex.org/W2389579140","https://openalex.org/W2113257626","https://openalex.org/W2512568326","https://openalex.org/W2808021644","https://openalex.org/W1984243130","https://openalex.org/W2355279474"],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"an":[3,65,133],"age":[4,26,66,123,148],"and":[5,21,27,67,105,124],"gender":[6,28,68,125,154],"estimation":[7,29,69,134,149],"system":[8,70,131,135],"that":[9,71,136],"considers":[10,72],"ethnic":[11,49,74,140],"difference":[12,75],"in":[13,76],"face":[14,32,46,77,101],"images":[15,33,47,102],"using":[16,31],"a":[17,52,95],"Convolutional":[18],"Neural":[19],"Network(CNN)":[20],"Support":[22],"Vector":[23],"Machine(SVM).":[24],"Most":[25],"systems":[30,41],"are":[34],"trained":[35,97],"on":[36,45],"ethnicity-biased":[37],"databases.":[38],"Therefore,":[39],"these":[40],"show":[42],"limited":[43],"performance":[44,146],"of":[48,55,83,88,103,110],"groups":[50],"occupying":[51],"small":[53],"proportion":[54],"the":[56,73,80,84,86,89,111,118,121,129],"training":[57],"data.":[58],"To":[59],"resolve":[60],"this":[61],"problem,":[62],"we":[63],"propose":[64],"images.":[78],"At":[79],"first":[81],"stage":[82],"system,":[85],"ethnicity":[87,119],"facial":[90],"image":[91],"is":[92,114],"determined":[93],"by":[94],"CNN":[96],"with":[98,132],"manually":[99],"collected":[100],"Asian":[104],"non-Asian":[106],"celebrities.":[107],"Then,":[108],"one":[109],"SVM":[112],"classifiers":[113],"selected":[115],"according":[116],"to":[117],"for":[120,147,153],"final":[122],"estimation.":[126],"We":[127],"compared":[128],"proposed":[130],"does":[137],"not":[138],"consider":[139],"difference.":[141],"The":[142],"result":[143],"shows":[144],"improved":[145],"but":[150],"no":[151],"improvement":[152],"recognition.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
