{"id":"https://openalex.org/W6963853059","doi":"https://doi.org/10.2312/egs.20241035","title":"SPnet: Estimating Garment Sewing Patterns from a Single Image of a Posed User","display_name":"SPnet: Estimating Garment Sewing Patterns from a Single Image of a Posed User","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6963853059","doi":"https://doi.org/10.2312/egs.20241035"},"language":"en","primary_location":{"id":"doi:10.2312/egs.20241035","is_oa":true,"landing_page_url":"https://doi.org/10.2312/egs.20241035","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/egs.20241035","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Lim, Seungchan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166682","display_name":"Korea-American Association","ror":"https://ror.org/05tf3bx05","country_code":"KR","type":"other","lineage":["https://openalex.org/I4210166682"]},{"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":true,"raw_author_name":"Lim, Seungchan","raw_affiliation_strings":["KAIST, Korea South"],"affiliations":[{"raw_affiliation_string":"KAIST, Korea South","institution_ids":["https://openalex.org/I157485424","https://openalex.org/I4210166682"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kim, Sumin","orcid":null},"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"]},{"id":"https://openalex.org/I4210166682","display_name":"Korea-American Association","ror":"https://ror.org/05tf3bx05","country_code":"KR","type":"other","lineage":["https://openalex.org/I4210166682"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kim, Sumin","raw_affiliation_strings":["KAIST, Korea South"],"affiliations":[{"raw_affiliation_string":"KAIST, Korea South","institution_ids":["https://openalex.org/I157485424","https://openalex.org/I4210166682"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lee, Sung-Hee","orcid":null},"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":"Lee, Sung-Hee","raw_affiliation_strings":["KAIST, South Korea"],"affiliations":[{"raw_affiliation_string":"KAIST, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424","https://openalex.org/I4210166682"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45890671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T14039","display_name":"Ecology and biodiversity studies","score":0.17399999499320984,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14039","display_name":"Ecology and biodiversity studies","score":0.17399999499320984,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12091","display_name":"Peatlands and Wetlands Ecology","score":0.12849999964237213,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14178","display_name":"Environmental Science and Water Management","score":0.05040000006556511,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-stitching","display_name":"Image stitching","score":0.8952000141143799},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6517999768257141},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.40779998898506165},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3456000089645386},{"id":"https://openalex.org/keywords/clothing-industry","display_name":"Clothing industry","score":0.27889999747276306}],"concepts":[{"id":"https://openalex.org/C29081049","wikidata":"https://www.wikidata.org/wiki/Q1364242","display_name":"Image stitching","level":2,"score":0.8952000141143799},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.72079998254776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6541000008583069},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6517999768257141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5512999892234802},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3580999970436096},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3456000089645386},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3230000138282776},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3142000138759613},{"id":"https://openalex.org/C2983843516","wikidata":"https://www.wikidata.org/wiki/Q11828862","display_name":"Clothing industry","level":3,"score":0.27889999747276306},{"id":"https://openalex.org/C3018868555","wikidata":"https://www.wikidata.org/wiki/Q2918907","display_name":"Single camera","level":2,"score":0.26989999413490295}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2312/egs.20241035","is_oa":true,"landing_page_url":"https://doi.org/10.2312/egs.20241035","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.2312/egs.20241035","is_oa":true,"landing_page_url":"https://doi.org/10.2312/egs.20241035","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,12,16,54,69,86,90,100,162],"novel":[4],"method":[5,79,151],"for":[6,44],"reconstructing":[7,27,75],"3D":[8,76,138],"garment":[9,28,34,64,96,120],"models":[10],"from":[11,68],"single":[13,70,87],"image":[14,35,88,97],"of":[15,62,81,89,106,128,149],"posed":[17,91],"user.":[18],"Previous":[19],"studies":[20,156],"that":[21,140],"have":[22],"primarily":[23],"focused":[24],"on":[25,99,117,157],"accurately":[26],"geometries":[29],"to":[30,144],"match":[31],"the":[32,59,63,95,103,107,112,118,124,129,158],"input":[33],"may":[36],"often":[37],"result":[38],"in":[39],"unnatural-looking":[40],"garments":[41,139],"when":[42],"deformed":[43],"new":[45],"poses.":[46,146],"To":[47],"overcome":[48],"this":[49],"limitation,":[50],"our":[51,150],"work":[52],"takes":[53],"different":[55],"approach":[56],"by":[57],"inferring":[58],"fundamental":[60],"shape":[61],"through":[65,154],"sewing":[66,113,130],"patterns":[67],"image,":[71],"rather":[72],"than":[73],"directly":[74],"garments.":[77],"Our":[78],"consists":[80],"two":[82],"stages.":[83],"Firstly,":[84],"given":[85],"user,":[92],"it":[93,110],"predicts":[94],"worn":[98],"T-pose,":[101],"representing":[102],"baseline":[104],"form":[105],"garment.":[108],"Then,":[109],"estimates":[111],"pattern":[114,131],"parameters":[115],"based":[116],"T-pose":[119],"image.":[121],"By":[122],"simulating":[123],"stitching":[125],"and":[126,161],"draping":[127],"using":[132],"physics":[133],"simulation,":[134],"we":[135],"can":[136,141],"generate":[137],"adaptively":[142],"deform":[143],"arbitrary":[145],"The":[147],"effectiveness":[148],"is":[152],"validated":[153],"ablation":[155],"major":[159],"components":[160],"comparison":[163],"with":[164],"other":[165],"methods.":[166]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}