{"id":"https://openalex.org/W4413147673","doi":"https://doi.org/10.1109/cvpr52734.2025.02208","title":"Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis","display_name":"Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4413147673","doi":"https://doi.org/10.1109/cvpr52734.2025.02208"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52734.2025.02208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.02208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5026805997","display_name":"Feng Zhou","orcid":"https://orcid.org/0000-0001-7136-9233"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhou","raw_affiliation_strings":["Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120593385","display_name":"Ruiyang Liu","orcid":"https://orcid.org/0000-0003-0075-6230"},"institutions":[{"id":"https://openalex.org/I310941836","display_name":"Krylov State Research Center","ror":"https://ror.org/02zhkt134","country_code":"RU","type":"facility","lineage":["https://openalex.org/I310941836"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Ruiyang Liu","raw_affiliation_strings":["Style3D Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Style3D Research","institution_ids":["https://openalex.org/I310941836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115596311","display_name":"Chen Liu","orcid":"https://orcid.org/0009-0000-7349-8610"},"institutions":[{"id":"https://openalex.org/I310941836","display_name":"Krylov State Research Center","ror":"https://ror.org/02zhkt134","country_code":"RU","type":"facility","lineage":["https://openalex.org/I310941836"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Chen Liu","raw_affiliation_strings":["Style3D Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Style3D Research","institution_ids":["https://openalex.org/I310941836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007307922","display_name":"Gang He","orcid":"https://orcid.org/0000-0002-8416-1965"},"institutions":[{"id":"https://openalex.org/I310941836","display_name":"Krylov State Research Center","ror":"https://ror.org/02zhkt134","country_code":"RU","type":"facility","lineage":["https://openalex.org/I310941836"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Gaofeng He","raw_affiliation_strings":["Style3D Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Style3D Research","institution_ids":["https://openalex.org/I310941836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031174631","display_name":"Yong\u2013Lu Li","orcid":"https://orcid.org/0000-0003-0478-0692"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong-Lu Li","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015279307","display_name":"Xiaogang Jin","orcid":"https://orcid.org/0000-0001-7339-2920"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaogang Jin","raw_affiliation_strings":["Zhejiang University,State Key Lab of CAD&amp;CG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University,State Key Lab of CAD&amp;CG","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101758548","display_name":"Huamin Wang","orcid":"https://orcid.org/0000-0002-8153-2337"},"institutions":[{"id":"https://openalex.org/I310941836","display_name":"Krylov State Research Center","ror":"https://ror.org/02zhkt134","country_code":"RU","type":"facility","lineage":["https://openalex.org/I310941836"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Huamin Wang","raw_affiliation_strings":["Style3D Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Style3D Research","institution_ids":["https://openalex.org/I310941836"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"23712","last_page":"23722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13518","display_name":"Architecture and Computational Design","score":0.9435999989509583,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T13518","display_name":"Architecture and Computational Design","score":0.9435999989509583,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T14002","display_name":"Art, Technology, and Culture","score":0.9115999937057495,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.7375478744506836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.608889102935791},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.4110482931137085},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3994000256061554},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3387444019317627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23281672596931458},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.06176483631134033}],"concepts":[{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.7375478744506836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.608889102935791},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.4110482931137085},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3994000256061554},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3387444019317627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23281672596931458},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.06176483631134033},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr52734.2025.02208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.02208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","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/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2387983088","https://openalex.org/W2135888309","https://openalex.org/W3080469217"],"abstract_inverted_index":{"Sewing":[0],"patterns,":[1,105],"the":[2,113],"essential":[3],"blueprints":[4],"for":[5,87],"fabric":[6],"cutting":[7],"and":[8,18,39,51,99,106,147,169],"tailoring,":[9],"act":[10,107],"as":[11,97,108,138],"a":[12,36,60,109],"crucial":[13],"bridge":[14,111],"between":[15],"design":[16,33,80,90,135],"concepts":[17,34],"producible":[19],"garments.":[20],"However,":[21],"existing":[22],"uni-modal":[23],"sewing":[24,44,53,62,104,122,152],"pattern":[25,63],"generation":[26,64,167],"models":[27],"struggle":[28],"to":[29,73,158],"effectively":[30],"encode":[31],"complex":[32,134],"with":[35,42,120,154],"multimodal":[37],"nature":[38],"correlate":[40],"them":[41,149],"vectorized":[43,121],"patterns":[45,153],"that":[46,127],"possess":[47],"precise":[48],"geometric":[49],"structures":[50],"intricate":[52],"relations.":[54],"In":[55],"this":[56],"work,":[57],"we":[58],"propose":[59],"novel":[61],"approach":[65,162],"Design2GarmentCode":[66],"based":[67],"on":[68],"Large":[69],"Multimodal":[70],"Models":[71],"(LMMs),":[72],"generate":[74],"parametric":[75],"pattern-making":[76,93,115],"programs":[77,94],"from":[78],"multi-modal":[79],"concepts.":[81],"LMM":[82],"offers":[83],"an":[84],"intuitive":[85],"interface":[86],"interpreting":[88],"diverse":[89],"inputs,":[91],"while":[92],"could":[95],"serve":[96],"well-structured":[98],"semantically":[100],"meaningful":[101],"representations":[102],"of":[103],"robust":[110],"connecting":[112],"cross-domain":[114],"knowledge":[116],"embedded":[117],"in":[118],"LMMs":[119],"patterns.":[123],"Experimental":[124],"results":[125],"demonstrate":[126],"our":[128,161],"method":[129],"can":[130],"flexibly":[131],"handle":[132],"various":[133],"expressions":[136],"such":[137],"images,":[139],"textual":[140],"descriptions,":[141],"designer":[142],"sketches,":[143],"or":[144],"their":[145],"combinations,":[146],"convert":[148],"into":[150],"size-precise":[151],"correct":[155],"stitches.":[156],"Compared":[157],"previous":[159],"methods,":[160],"significantly":[163],"enhances":[164],"training":[165],"efficiency,":[166],"quality,":[168],"authoring":[170],"flexibility.":[171],"Project":[172],"page:":[173],"https://style3d.github.io/design2garmentcode.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
