{"id":"https://openalex.org/W4398186444","doi":"https://doi.org/10.1145/3605098.3636039","title":"Gender Classification via Graph Convolutional Networks on 3D Facial Models","display_name":"Gender Classification via Graph Convolutional Networks on 3D Facial Models","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4398186444","doi":"https://doi.org/10.1145/3605098.3636039"},"language":"en","primary_location":{"id":"doi:10.1145/3605098.3636039","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605098.3636039","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3636039","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3636039","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098737803","display_name":"Giorgio Blandano","orcid":"https://orcid.org/0009-0002-2590-9133"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giorgio Blandano","raw_affiliation_strings":["Department of Computer Science, University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044846449","display_name":"Jacopo Burger","orcid":"https://orcid.org/0009-0007-3048-2038"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Jacopo Burger","raw_affiliation_strings":["Department of Computer Science, University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049454993","display_name":"Annalisa Cappella","orcid":"https://orcid.org/0000-0002-4527-4203"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210099239","display_name":"IRCCS Policlinico San Donato","ror":"https://ror.org/01220jp31","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210099239","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annalisa Cappella","raw_affiliation_strings":["U.O. Laboratorio di Morfologia Umana Applicata, IRCCS Policlinico San Donato, San Donato Milanese, Italy","University of Milan, Milan, Italy","University of Milan, Milan, Italy U.O. Laboratorio di Morfologia Umana Applicata, IRCCS Policlinico San Donato, San Donato Milanese, Italy"],"affiliations":[{"raw_affiliation_string":"U.O. Laboratorio di Morfologia Umana Applicata, IRCCS Policlinico San Donato, San Donato Milanese, Italy","institution_ids":["https://openalex.org/I4210099239"]},{"raw_affiliation_string":"University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"University of Milan, Milan, Italy U.O. Laboratorio di Morfologia Umana Applicata, IRCCS Policlinico San Donato, San Donato Milanese, Italy","institution_ids":["https://openalex.org/I4210099239","https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060938841","display_name":"Claudia Dolci","orcid":"https://orcid.org/0000-0002-3060-4097"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudia Dolci","raw_affiliation_strings":["LAFAS - Department of Biomedical Sciences for Health, University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"LAFAS - Department of Biomedical Sciences for Health, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038523057","display_name":"Giuseppe Maurizio Facchi","orcid":"https://orcid.org/0009-0005-4077-5155"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Maurizio Facchi","raw_affiliation_strings":["Department of Computer Science, University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016573065","display_name":"Federico Pedersini","orcid":"https://orcid.org/0000-0001-7367-6114"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Pedersini","raw_affiliation_strings":["Department of Computer Science, University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045966717","display_name":"Chiarella Sforza","orcid":"https://orcid.org/0000-0001-6532-6464"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiarella Sforza","raw_affiliation_strings":["LAFAS - Department of Biomedical Sciences for Health, University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"LAFAS - Department of Biomedical Sciences for Health, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004898647","display_name":"Gianluca Martino Tartaglia","orcid":"https://orcid.org/0000-0001-7062-5143"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I2803066834","display_name":"Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico","ror":"https://ror.org/016zn0y21","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2803066834","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca M. Tartaglia","raw_affiliation_strings":["Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy","UOC Maxillo-Facial Surgery and Dentistry Fondazione IRCCS C\u00e0 Granda, Ospedale Maggiore Policlinico, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"UOC Maxillo-Facial Surgery and Dentistry Fondazione IRCCS C\u00e0 Granda, Ospedale Maggiore Policlinico, Milan, Italy","institution_ids":["https://openalex.org/I2803066834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5098737803"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":0.7312,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69834605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"482","last_page":"489"},"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":0.9937999844551086,"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":0.9922999739646912,"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/computer-science","display_name":"Computer science","score":0.738921046257019},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48902449011802673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43308329582214355},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34113609790802},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3257186710834503},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30354470014572144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.738921046257019},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48902449011802673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43308329582214355},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34113609790802},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3257186710834503},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30354470014572144}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3605098.3636039","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605098.3636039","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3636039","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:air.unimi.it:2434/1053549","is_oa":true,"landing_page_url":"https://hdl.handle.net/2434/1053549","pdf_url":"https://air.unimi.it/bitstream/2434/1053549/2/3605098.3636039.pdf","source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"doi:10.1145/3605098.3636039","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605098.3636039","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3636039","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398186444.pdf","grobid_xml":"https://content.openalex.org/works/W4398186444.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1567532702","https://openalex.org/W1785936064","https://openalex.org/W1905153633","https://openalex.org/W2115394472","https://openalex.org/W2135042441","https://openalex.org/W2140312704","https://openalex.org/W2145287260","https://openalex.org/W2160821342","https://openalex.org/W2197128021","https://openalex.org/W2313477965","https://openalex.org/W2470957930","https://openalex.org/W2528176169","https://openalex.org/W2550843753","https://openalex.org/W2731519763","https://openalex.org/W2765816034","https://openalex.org/W2985331920","https://openalex.org/W3034681945","https://openalex.org/W3034959412","https://openalex.org/W3087845270","https://openalex.org/W3114035943","https://openalex.org/W3167786448","https://openalex.org/W3185261412","https://openalex.org/W3190286237","https://openalex.org/W4229001484","https://openalex.org/W4288390015","https://openalex.org/W4311142513","https://openalex.org/W4403242122"],"related_works":["https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2131146434","https://openalex.org/W2951359407","https://openalex.org/W4376623224","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0],"automatic":[1],"classification":[2,88],"of":[3,71,115],"human":[4],"gender":[5,51,87],"and":[6,13,37,75,80,97],"other":[7],"demographic":[8],"attributes":[9,20],"such":[10],"as":[11,95],"age":[12],"ethnicity":[14,79],"is":[15,45,93],"gaining":[16],"significant":[17],"attention.":[18],"These":[19],"provide":[21],"rich":[22],"information":[23,74],"with":[24],"applications":[25],"in":[26,69],"personalization,":[27],"behavior":[28],"analysis,":[29],"consumer":[30],"research,":[31],"digital":[32],"forensics,":[33],"security,":[34],"human-computer":[35],"interaction,":[36],"mobile":[38],"applications.":[39],"In":[40,53,83],"the":[41,43,109,113],"literature,":[42],"face":[44,64],"a":[46,100],"commonly":[47],"used":[48],"feature":[49],"for":[50],"classification.":[52],"this":[54,58,116],"paper,":[55],"we":[56,85],"follow":[57],"attitude":[59],"but":[60],"referring":[61],"to":[62,78],"3D":[63],"data":[65],"that":[66],"offer":[67],"advantages":[68],"terms":[70],"capturing":[72],"spatial":[73],"reducing":[76],"sensitivity":[77],"acquisition":[81],"conditions.":[82],"particular,":[84],"address":[86],"using":[89,99],"RGB-D":[90],"data,":[91],"which":[92],"structured":[94],"graphs":[96],"processed":[98],"Graph":[101],"Convolutional":[102],"Neural":[103],"Network":[104],"(GCNN).":[105],"Experiments":[106],"conducted":[107],"on":[108],"BP4D+":[110],"dataset":[111],"demonstrate":[112],"effectiveness":[114],"approach.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
