{"id":"https://openalex.org/W4380303525","doi":"https://doi.org/10.1109/tvcg.2023.3284500","title":"MeshWGAN: Mesh-to-Mesh Wasserstein GAN With Multi-Task Gradient Penalty for 3D Facial Geometric Age Transformation","display_name":"MeshWGAN: Mesh-to-Mesh Wasserstein GAN With Multi-Task Gradient Penalty for 3D Facial Geometric Age Transformation","publication_year":2023,"publication_date":"2023-06-12","ids":{"openalex":"https://openalex.org/W4380303525","doi":"https://doi.org/10.1109/tvcg.2023.3284500","pmid":"https://pubmed.ncbi.nlm.nih.gov/37307186"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2023.3284500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3284500","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100662637","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0001-8219-5590"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Department of Computing and the School of Design, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-8219-5590","affiliations":[{"raw_affiliation_string":"Department of Computing and the School of Design, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054783204","display_name":"Kangneng Zhou","orcid":"https://orcid.org/0000-0001-9102-9527"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangneng Zhou","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9102-9527","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083045543","display_name":"Yan Luximon","orcid":"https://orcid.org/0000-0003-2843-847X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Yan Luximon","raw_affiliation_strings":["School of Design, The Hong Kong Polytechnic University, Hong Kong","Laboratory for Artificial Intelligence in Design, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-2843-847X","affiliations":[{"raw_affiliation_string":"School of Design, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Laboratory for Artificial Intelligence in Design, Hong Kong","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050657606","display_name":"Tong\u2010Yee Lee","orcid":"https://orcid.org/0000-0001-6699-2944"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tong-Yee Lee","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng-Kung University, Tainan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6699-2944","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng-Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100435494","display_name":"Ping Li","orcid":"https://orcid.org/0000-0002-1503-0240"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ping Li","raw_affiliation_strings":["Department of Computing and the School of Design, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-1503-0240","affiliations":[{"raw_affiliation_string":"Department of Computing and the School of Design, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100662637"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":0.942,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76741667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"30","issue":"8","first_page":"4927","last_page":"4940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9957000017166138,"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":0.9957000017166138,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9722999930381775,"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":0.7885724306106567},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5807433724403381},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5669974684715271},{"id":"https://openalex.org/keywords/geometric-transformation","display_name":"Geometric transformation","score":0.5324066281318665},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.5281833410263062},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5082651972770691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4892832934856415},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4661375880241394},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.4581417739391327},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4501290023326874},{"id":"https://openalex.org/keywords/closeness","display_name":"Closeness","score":0.4375618100166321},{"id":"https://openalex.org/keywords/solid-modeling","display_name":"Solid modeling","score":0.4273449182510376},{"id":"https://openalex.org/keywords/mesh-generation","display_name":"Mesh generation","score":0.4216157793998718},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28521502017974854},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.273490846157074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12015330791473389}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885724306106567},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5807433724403381},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5669974684715271},{"id":"https://openalex.org/C56435381","wikidata":"https://www.wikidata.org/wiki/Q1196371","display_name":"Geometric transformation","level":3,"score":0.5324066281318665},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.5281833410263062},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5082651972770691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4892832934856415},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4661375880241394},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.4581417739391327},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4501290023326874},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.4375618100166321},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.4273449182510376},{"id":"https://openalex.org/C181145010","wikidata":"https://www.wikidata.org/wiki/Q4418033","display_name":"Mesh generation","level":3,"score":0.4216157793998718},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28521502017974854},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.273490846157074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12015330791473389},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2023.3284500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3284500","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:37307186","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37307186","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G5276565754","display_name":null,"funder_award_id":"P0044520","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G5291235393","display_name":null,"funder_award_id":"P0042740","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G8006193334","display_name":null,"funder_award_id":"P0030419","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G8170901279","display_name":null,"funder_award_id":"P0043906","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"}],"funders":[{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2017107803","https://openalex.org/W2032618685","https://openalex.org/W2087007396","https://openalex.org/W2111084364","https://openalex.org/W2137306662","https://openalex.org/W2138173495","https://openalex.org/W2168722300","https://openalex.org/W2235901111","https://openalex.org/W2587706859","https://openalex.org/W2604524889","https://openalex.org/W2789213432","https://openalex.org/W2883221003","https://openalex.org/W2891571047","https://openalex.org/W2912459656","https://openalex.org/W2917887692","https://openalex.org/W2939645724","https://openalex.org/W2954251965","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963626105","https://openalex.org/W2963767194","https://openalex.org/W2963800363","https://openalex.org/W2964449965","https://openalex.org/W2971834245","https://openalex.org/W2989465255","https://openalex.org/W2989855043","https://openalex.org/W2991591391","https://openalex.org/W2997233412","https://openalex.org/W3008956107","https://openalex.org/W3020836388","https://openalex.org/W3020995211","https://openalex.org/W3034192160","https://openalex.org/W3034217208","https://openalex.org/W3034241802","https://openalex.org/W3034600949","https://openalex.org/W3034771054","https://openalex.org/W3034798648","https://openalex.org/W3035574324","https://openalex.org/W3097002254","https://openalex.org/W3101531717","https://openalex.org/W3108243502","https://openalex.org/W3108663077","https://openalex.org/W3155506726","https://openalex.org/W3163883640","https://openalex.org/W3169104082","https://openalex.org/W3181462058","https://openalex.org/W3213788316","https://openalex.org/W3217293147","https://openalex.org/W4205197106","https://openalex.org/W4214545547","https://openalex.org/W4224283885","https://openalex.org/W4283330099","https://openalex.org/W6631190155","https://openalex.org/W6637178625","https://openalex.org/W6735913928","https://openalex.org/W6741832134","https://openalex.org/W6747620207","https://openalex.org/W6748460619","https://openalex.org/W6760045743","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4293202849","https://openalex.org/W1980965563","https://openalex.org/W1489300767","https://openalex.org/W2387995142","https://openalex.org/W4380714744","https://openalex.org/W4319453655","https://openalex.org/W2089959425","https://openalex.org/W2964074194","https://openalex.org/W2000729012","https://openalex.org/W3023870908"],"abstract_inverted_index":{"As":[0,98],"the":[1,77,84,108,134,190],"metaverse":[2],"develops":[3],"rapidly,":[4],"3D":[5,26,30,40,71,89,96,109,137,154,171,184,197],"facial":[6,31,72,90,110,172],"age":[7,92,180],"transformation":[8,93],"is":[9,43,83,113],"attracting":[10],"increasing":[11],"attention,":[12],"which":[13,112,157],"may":[14],"bring":[15],"many":[16],"potential":[17],"benefits":[18],"to":[19,66,87,107,128,183],"a":[20,53,62,68,121,159],"wide":[21],"variety":[22],"of":[23,79,136,192],"users,":[24],"e.g.,":[25],"aging":[27,42,74,173],"figures":[28],"creation,":[29],"data":[32],"augmentation":[33],"and":[34,125,179],"editing.":[35],"Compared":[36],"with":[37,61,152,175],"2D":[38,117],"methods,":[39],"face":[41,155],"an":[44],"underexplored":[45],"problem.":[46],"To":[47,76,132],"fill":[48],"this":[49,82],"gap,":[50],"we":[51,119,142],"propose":[52],"new":[54],"mesh-to-mesh":[55,130],"Wasserstein":[56],"generative":[57],"adversarial":[58],"network":[59],"(MeshWGAN)":[60],"multi-task":[63,126],"gradient":[64],"penalty":[65],"model":[67],"continuous":[69],"bi-directional":[70],"geometric":[73,91],"process.":[75],"best":[78],"our":[80,167,193],"knowledge,":[81],"first":[85],"architecture":[86,168],"achieve":[88],"via":[94,195],"real":[95],"scans.":[97],"previous":[99],"image-to-image":[100],"translation":[101],"methods":[102],"cannot":[103],"be":[104],"directly":[105],"applied":[106],"mesh,":[111],"totally":[114],"different":[115],"from":[116,145],"images,":[118],"built":[120],"mesh":[122],"encoder,":[123],"decoder,":[124],"discriminator":[127],"facilitate":[129],"transformations.":[131],"mitigate":[133],"lack":[135],"datasets":[138],"containing":[139],"children's":[140],"faces,":[141],"collected":[143],"scans":[144],"765":[146],"subjects":[147],"aged":[148],"5-17":[149],"in":[150],"combination":[151],"existing":[153],"databases,":[156],"provided":[158],"large":[160],"training":[161],"dataset.":[162],"Experiments":[163],"have":[164],"shown":[165],"that":[166],"can":[169],"predict":[170],"geometries":[174],"better":[176],"identity":[177],"preservation":[178],"closeness":[181],"compared":[182],"trivial":[185],"baselines.":[186],"We":[187],"also":[188],"demonstrated":[189],"advantages":[191],"approach":[194],"various":[196],"face-related":[198],"graphics":[199],"applications.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}