{"id":"https://openalex.org/W4415077399","doi":"https://doi.org/10.1111/cgf.70234","title":"StyleMM: Stylized 3D Morphable Face Model via Text\u2010Driven Aligned Image Translation","display_name":"StyleMM: Stylized 3D Morphable Face Model via Text\u2010Driven Aligned Image Translation","publication_year":2025,"publication_date":"2025-10-01","ids":{"openalex":"https://openalex.org/W4415077399","doi":"https://doi.org/10.1111/cgf.70234"},"language":"en","primary_location":{"id":"doi:10.1111/cgf.70234","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70234","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1111/cgf.70234","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Seungmi Lee","orcid":"https://orcid.org/0009-0007-4897-6271"},"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":"Seungmi Lee","raw_affiliation_strings":["KAIST, Visual Media Lab"],"raw_orcid":"https://orcid.org/0009-0007-4897-6271","affiliations":[{"raw_affiliation_string":"KAIST, Visual Media Lab","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010794912","display_name":"Kwan Yun","orcid":"https://orcid.org/0000-0002-0205-5203"},"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":"Kwan Yun","raw_affiliation_strings":["KAIST, Visual Media Lab"],"raw_orcid":"https://orcid.org/0000-0002-0205-5203","affiliations":[{"raw_affiliation_string":"KAIST, Visual Media Lab","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026087865","display_name":"Junyong Noh","orcid":"https://orcid.org/0000-0003-1925-3326"},"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":"Junyong Noh","raw_affiliation_strings":["KAIST, Visual Media Lab"],"raw_orcid":"https://orcid.org/0000-0003-1925-3326","affiliations":[{"raw_affiliation_string":"KAIST, Visual Media Lab","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":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":{"value":3710,"currency":"USD","value_usd":3710},"fwci":0.8209,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7341569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"44","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9995999932289124,"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/T11448","display_name":"Face recognition and analysis","score":0.9995999932289124,"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":0.9980999827384949,"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/stylized-fact","display_name":"Stylized fact","score":0.8946999907493591},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.8321999907493591},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6299999952316284},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5906000137329102},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4526999890804291},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41110000014305115},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.37940001487731934},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.36910000443458557}],"concepts":[{"id":"https://openalex.org/C38935604","wikidata":"https://www.wikidata.org/wiki/Q4330363","display_name":"Stylized fact","level":2,"score":0.8946999907493591},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.8321999907493591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8287000060081482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.63919997215271},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6299999952316284},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5906000137329102},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5174000263214111},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4526999890804291},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41110000014305115},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.37940001487731934},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.36910000443458557},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.36660000681877136},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.3386000096797943},{"id":"https://openalex.org/C50494287","wikidata":"https://www.wikidata.org/wiki/Q658467","display_name":"Texture synthesis","level":5,"score":0.3370000123977661},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.3294000029563904},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C2989087649","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Image synthesis","level":3,"score":0.2703000009059906},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/cgf.70234","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70234","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1111/cgf.70234","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70234","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2017107803","https://openalex.org/W2107037917","https://openalex.org/W2237250383","https://openalex.org/W2302255633","https://openalex.org/W2431101926","https://openalex.org/W2604524889","https://openalex.org/W2769666294","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2963627347","https://openalex.org/W2963926543","https://openalex.org/W3034192160","https://openalex.org/W3175010717","https://openalex.org/W3213433499","https://openalex.org/W4200150166","https://openalex.org/W4214926101","https://openalex.org/W4241602464","https://openalex.org/W4281485151","https://openalex.org/W4285981754","https://openalex.org/W4286611278","https://openalex.org/W4312326867","https://openalex.org/W4378474398","https://openalex.org/W4379961468","https://openalex.org/W4385271111","https://openalex.org/W4385318467","https://openalex.org/W4386065411","https://openalex.org/W4386065566","https://openalex.org/W4386075744","https://openalex.org/W4386075950","https://openalex.org/W4399563927","https://openalex.org/W4400573518","https://openalex.org/W4400818110","https://openalex.org/W4402703076","https://openalex.org/W4402753957","https://openalex.org/W4402754196","https://openalex.org/W4402774699","https://openalex.org/W4404966542"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"We":[1],"introduce":[2,84],"StyleMM,":[3],"a":[4,10,22,27,33,58,85],"novel":[5],"framework":[6],"that":[7,88,154],"can":[8],"construct":[9],"stylized":[11,48,129],"3D":[12,111],"Morphable":[13],"Model":[14],"(3DMM)":[15],"based":[16],"on":[17],"user\u2010defined":[18],"text":[19],"descriptions":[20],"specifying":[21],"target":[23],"style.":[24],"Building":[25],"upon":[26],"pre\u2010trained":[28],"mesh":[29],"deformation":[30],"network":[31],"and":[32,138,147,150,166,171,179,190],"texture":[34,139],"generator":[35],"for":[36,66],"original":[37],"3DMM\u2010based":[38],"realistic":[39],"human":[40],"faces,":[41],"our":[42,155],"approach":[43,108,156],"fine\u2010tunes":[44],"these":[45,100],"models":[46],"using":[47],"facial":[49,76,92,164],"images":[50],"generated":[51],"via":[52],"text\u2010guided":[53],"image\u2010to\u2010image":[54],"(i2i)":[55],"translation":[56],"with":[57,132,143],"diffusion":[59],"model,":[60],"which":[61],"serve":[62],"as":[63],"stylization":[64,86,167],"targets":[65],"the":[67,91,95,106,115],"rendered":[68],"mesh.":[69],"To":[70],"prevent":[71],"undesired":[72],"changes":[73],"in":[74,160],"identity,":[75],"alignment,":[77],"or":[78],"expressions":[79],"during":[80,103],"i2i":[81],"translation,":[82],"we":[83],"method":[87],"explicitly":[89],"preserves":[90],"attributes":[93,102],"of":[94,128,162],"source":[96],"image.":[97],"By":[98],"maintaining":[99],"critical":[101],"image":[104],"stylization,":[105],"proposed":[107],"ensures":[109],"consistent":[110,144],"style":[112],"transfer":[113],"across":[114],"3DMM":[116],"parameter":[117],"space":[118],"through":[119],"image\u2010based":[120],"training.":[121],"Once":[122],"trained,":[123],"StyleMM":[124],"enables":[125],"feed\u2010forward":[126],"generation":[127],"face":[130],"meshes":[131,142],"explicit":[133],"control":[134],"over":[135],"shape,":[136],"expression,":[137],"parameters,":[140],"producing":[141],"vertex":[145],"connectivity":[146],"animatability.":[148],"Quantitative":[149],"qualitative":[151],"evaluations":[152],"demonstrate":[153],"outperforms":[157],"state\u2010of\u2010the\u2010art":[158],"methods":[159],"terms":[161],"identity\u2010level":[163],"diversity":[165],"capability.":[168],"The":[169],"code":[170],"videos":[172],"are":[173],"available":[174],"at":[175],"kwanyun.github.io/stylemm_page":[176],".":[177],"Categories":[178],"Subject":[180],"Descriptors":[181],"(according":[182],"to":[183],"ACM":[184],"CCS):":[185],"I.3.6":[186],"[Computer":[187],"Graphics]:":[188],"Methodology":[189],"Techniques\u2014":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-12T00:00:00"}