{"id":"https://openalex.org/W4402980205","doi":"https://doi.org/10.1109/icme57554.2024.10687744","title":"ITportrait: Image-Text Coupled 3D Portrait Domain Adaptation","display_name":"ITportrait: Image-Text Coupled 3D Portrait Domain Adaptation","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4402980205","doi":"https://doi.org/10.1109/icme57554.2024.10687744"},"language":"en","primary_location":{"id":"doi:10.1109/icme57554.2024.10687744","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icme57554.2024.10687744","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","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/A5109747807","display_name":"Xiangwen Deng","orcid":"https://orcid.org/0000-0002-9399-1231"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangwen Deng","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087246030","display_name":"Yufeng Wang","orcid":"https://orcid.org/0009-0003-5888-0303"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufeng Wang","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038281038","display_name":"Yuanhao Cai","orcid":"https://orcid.org/0000-0002-8266-7102"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhao Cai","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087151554","display_name":"Jingxiang Sun","orcid":"https://orcid.org/0000-0003-2966-9501"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxiang Sun","raw_affiliation_strings":["Tsinghua University,Department of Automation,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Automation,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032875389","display_name":"Yebin Liu","orcid":"https://orcid.org/0000-0003-3215-0225"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yebin Liu","raw_affiliation_strings":["Tsinghua University,Department of Automation,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Automation,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028229824","display_name":"Haoqian Wang","orcid":"https://orcid.org/0000-0003-2792-8469"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoqian Wang","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109747807"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16821953,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9391000270843506,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9391000270843506,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9304999709129333,"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/portrait","display_name":"Portrait","score":0.7204658389091492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6861314177513123},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6037547588348389},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5712448358535767},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5708715915679932},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.491835355758667},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4901450574398041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42826515436172485},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.41578441858291626},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.16024842858314514},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.1442970335483551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09121870994567871},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0804508626461029},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.06962057948112488}],"concepts":[{"id":"https://openalex.org/C162462552","wikidata":"https://www.wikidata.org/wiki/Q134307","display_name":"Portrait","level":2,"score":0.7204658389091492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6861314177513123},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6037547588348389},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5712448358535767},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5708715915679932},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.491835355758667},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4901450574398041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42826515436172485},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.41578441858291626},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.16024842858314514},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1442970335483551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09121870994567871},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0804508626461029},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.06962057948112488},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme57554.2024.10687744","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icme57554.2024.10687744","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","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":0,"referenced_works":[],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W2990774877","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W2955455867","https://openalex.org/W4295929828"],"abstract_inverted_index":{"Domain":[0],"adaptation":[1],"of":[2,15,29,124],"3D":[3,49,68,94,104],"portraits":[4,82],"has":[5],"gained":[6],"more":[7,9],"and":[8,44,145],"attention.":[10],"However,":[11],"the":[12,27,62,98,110,121,129,152],"transfer":[13],"mechanism":[14],"existing":[16],"methods":[17],"is":[18],"mainly":[19],"based":[20],"on":[21,55],"vision":[22],"or":[23,126],"language,":[24],"which":[25,88],"ignores":[26],"potential":[28],"vision-language":[30],"combined":[31],"guidance.":[32],"In":[33,61,97],"this":[34],"paper,":[35],"we":[36,65,101],"propose":[37,102],"an":[38],"Image-Text":[39,105],"multi-modal":[40],"framework,":[41],"namely":[42],"Image":[43],"Text":[45],"portrait":[46,50],"(ITportrait),":[47],"for":[48,74],"domain":[51],"adaptation.":[52],"ITportrait":[53,90,137],"relies":[54],"a":[56,67,103,115],"two-stage":[57],"alternating":[58],"training":[59],"strategy.":[60],"first":[63],"stage,":[64,100],"employ":[66],"Artistic":[69],"Paired":[70],"Transfer":[71],"(APT)":[72],"method":[73],"image-guided":[75],"style":[76,95],"transfer.":[77,96],"APT":[78],"constructs":[79],"paired":[80],"photo-realistic":[81],"to":[83,91,118,151],"obtain":[84],"accurate":[85],"artistic":[86],"poses,":[87],"helps":[89],"achieve":[92],"high-quality":[93],"second":[99],"Embedding":[106],"(ITE)":[107],"approach":[108],"in":[109,128],"CLIP":[111,130],"space.":[112,131],"ITE":[113],"uses":[114],"threshold":[116],"function":[117],"self-adaptively":[119],"control":[120],"optimization":[122],"direction":[123],"images":[125],"texts":[127],"Comprehensive":[132],"experiments":[133],"prove":[134],"that":[135],"our":[136],"achieves":[138],"state-of-the-art":[139],"(SOTA)":[140],"results.":[141],"All":[142],"source":[143],"codes":[144],"pre-trained":[146],"models":[147],"will":[148],"be":[149],"released":[150],"public.":[153]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
