{"id":"https://openalex.org/W4416250774","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228978","title":"3D Morphable Face Model with Continuous Semantics","display_name":"3D Morphable Face Model with Continuous Semantics","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416250774","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228978"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/A5100399257","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0001-7072-2189"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Zhang","raw_affiliation_strings":["Nanjing University"],"affiliations":[{"raw_affiliation_string":"Nanjing University","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101505594","display_name":"Yao Yu","orcid":"https://orcid.org/0000-0002-4933-1383"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Yu","raw_affiliation_strings":["Nanjing University"],"affiliations":[{"raw_affiliation_string":"Nanjing University","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038150414","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0002-3723-7584"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhou","raw_affiliation_strings":["Nanjing University"],"affiliations":[{"raw_affiliation_string":"Nanjing University","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100399257"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37358588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9879000186920166,"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":0.9879000186920166,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.0031999999191612005,"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":0.0027000000700354576,"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/face","display_name":"Face (sociological concept)","score":0.6010000109672546},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5630000233650208},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5353999733924866},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.5278000235557556},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4828000068664551},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.47839999198913574},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.42149999737739563},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4092999994754791},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.3779999911785126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6970999836921692},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6010000109672546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6003000140190125},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5630000233650208},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5353999733924866},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.5278000235557556},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5133000016212463},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4828000068664551},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.47839999198913574},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.42149999737739563},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4092999994754791},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.3779999911785126},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.37779998779296875},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3240000009536743},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.32330000400543213},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C2779521785","wikidata":"https://www.wikidata.org/wiki/Q5535529","display_name":"Geometry processing","level":3,"score":0.3098999857902527},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2865000069141388},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.2858000099658966},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.26260000467300415},{"id":"https://openalex.org/C90312973","wikidata":"https://www.wikidata.org/wiki/Q7449052","display_name":"Semantic data model","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1807911131","https://openalex.org/W1973757125","https://openalex.org/W1976295221","https://openalex.org/W2003706019","https://openalex.org/W2012048984","https://openalex.org/W2017107803","https://openalex.org/W2081420403","https://openalex.org/W2107037917","https://openalex.org/W2160126058","https://openalex.org/W2168722300","https://openalex.org/W2180648442","https://openalex.org/W2519280274","https://openalex.org/W2604524889","https://openalex.org/W2769666294","https://openalex.org/W2962849139","https://openalex.org/W2963627347","https://openalex.org/W2963926543","https://openalex.org/W3034192160","https://openalex.org/W3034798648","https://openalex.org/W3035515538","https://openalex.org/W3095682719","https://openalex.org/W3108710777","https://openalex.org/W3180799285","https://openalex.org/W3184957317","https://openalex.org/W3203570626","https://openalex.org/W3215589927","https://openalex.org/W4200150166","https://openalex.org/W4214744315","https://openalex.org/W4221151978","https://openalex.org/W4229778028","https://openalex.org/W4312325284","https://openalex.org/W4312567281","https://openalex.org/W4312726738","https://openalex.org/W4385245566","https://openalex.org/W4385490328","https://openalex.org/W4386071543","https://openalex.org/W4386076654","https://openalex.org/W4403391459"],"related_works":[],"abstract_inverted_index":{"Accurately":[0],"representing":[1,66],"3D":[2,51,84,107],"faces":[3],"is":[4,24],"critical":[5],"in":[6,28,57],"computer":[7],"vision":[8],"and":[9,41,114,123],"graphics.":[10],"Semantic":[11],"information,":[12],"i.e.,":[13],"the":[14,74,106,150],"relative":[15],"positional":[16],"information":[17],"on":[18,36],"facial":[19,29,43,67,119,141],"regions":[20],"(e.g.,":[21],"\"nose\",":[22],"\"eyes\"),":[23],"an":[25],"essential":[26],"attribute":[27],"geometry":[30,37,108,142],"modeling.":[31],"Existing":[32],"methods":[33],"often":[34],"rely":[35],"representations":[38],"with":[39,69,121,144],"fixed":[40],"discrete":[42],"semantics,":[44],"such":[45,64],"as":[46,65],"topology-uniformed":[47],"mesh":[48],"to":[49,93,105,138],"model":[50,111],"faces,":[52],"which":[53,88],"limit":[54],"their":[55],"flexibility":[56],"tackling":[58],"tasks":[59],"requiring":[60],"fine-grained":[61],"semantic":[62,99,116],"representation,":[63],"meshes":[68],"topological":[70],"structures":[71],"different":[72],"from":[73,96],"training":[75,140],"samples.":[76],"This":[77],"paper":[78],"introduces":[79],"cm-3dmm,":[80],"a":[81,97,134],"novel":[82],"nonlinear":[83],"morphable":[85],"face":[86],"model,":[87],"leverages":[89],"implicit":[90],"neural":[91],"functions":[92],"map":[94],"coordinates":[95],"continuous":[98,115,145],"domain":[100],"(represented":[101],"by":[102],"UV":[103],"coordinates)":[104],"domain.":[109],"The":[110],"achieves":[112],"flexible":[113],"representation":[117],"of":[118,152],"geometry,":[120],"identity":[122],"expression":[124],"embeddings":[125],"explicitly":[126],"providing":[127],"corresponding":[128],"deformation":[129],"controls.":[130],"We":[131],"also":[132],"propose":[133],"data":[135],"processing":[136],"pipeline":[137],"construct":[139],"datasets":[143],"semantics.":[146],"Experimental":[147],"results":[148],"demonstrate":[149],"superiority":[151],"cm-3dmm.":[153]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-14T00:00:00"}
