{"id":"https://openalex.org/W7160980616","doi":"https://doi.org/10.31449/inf.v50i12.10259","title":"Topology and Detailing in Personalized 3D Garment Modeling Through Neural Implicit Representations and Constraining GANs","display_name":"Topology and Detailing in Personalized 3D Garment Modeling Through Neural Implicit Representations and Constraining GANs","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W7160980616","doi":"https://doi.org/10.31449/inf.v50i12.10259"},"language":null,"primary_location":{"id":"doi:10.31449/inf.v50i12.10259","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i12.10259","pdf_url":"https://www.informatica.si/index.php/informatica/article/download/10259/6670","source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.informatica.si/index.php/informatica/article/download/10259/6670","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136039863","display_name":"Fengyi Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I2801109956","display_name":"Luxun Academy of Fine Arts","ror":"https://ror.org/02k517853","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801109956"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyi Liu","raw_affiliation_strings":["Luxun Academy of Fine Arts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luxun Academy of Fine Arts","institution_ids":["https://openalex.org/I2801109956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020215594","display_name":"Jie Ren","orcid":"https://orcid.org/0000-0001-9985-3430"},"institutions":[{"id":"https://openalex.org/I2801109956","display_name":"Luxun Academy of Fine Arts","ror":"https://ror.org/02k517853","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801109956"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Ren","raw_affiliation_strings":["Luxun Academy of Fine Arts,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luxun Academy of Fine Arts,","institution_ids":["https://openalex.org/I2801109956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081537856","display_name":"Siru Liu","orcid":"https://orcid.org/0000-0001-5816-2414"},"institutions":[{"id":"https://openalex.org/I2801109956","display_name":"Luxun Academy of Fine Arts","ror":"https://ror.org/02k517853","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801109956"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siru Liu","raw_affiliation_strings":["Luxun Academy of Fine Arts,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luxun Academy of Fine Arts,","institution_ids":["https://openalex.org/I2801109956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2801109956"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66468871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":"12","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":0.9724000096321106,"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":0.9724000096321106,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.003800000064074993,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4587000012397766},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4569000005722046},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4368000030517578},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4221999943256378},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.40400001406669617},{"id":"https://openalex.org/keywords/morphing","display_name":"Morphing","score":0.38999998569488525},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.36149999499320984},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.35850000381469727},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.34689998626708984},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.3352000117301941}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6656000018119812},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4587000012397766},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4569000005722046},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4368000030517578},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4357999861240387},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4221999943256378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41110000014305115},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.40400001406669617},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.38999998569488525},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.36149999499320984},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.35850000381469727},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3352000117301941},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.3292999863624573},{"id":"https://openalex.org/C104065381","wikidata":"https://www.wikidata.org/wiki/Q1002535","display_name":"Geometric modeling","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.304500013589859},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C157406716","wikidata":"https://www.wikidata.org/wiki/Q4115842","display_name":"Topological graph theory","level":5,"score":0.30230000615119934},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29789999127388},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2883000075817108},{"id":"https://openalex.org/C8764922","wikidata":"https://www.wikidata.org/wiki/Q17104195","display_name":"Topological graph","level":3,"score":0.28279998898506165},{"id":"https://openalex.org/C181095308","wikidata":"https://www.wikidata.org/wiki/Q1541599","display_name":"Geometric primitive","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31449/inf.v50i12.10259","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i12.10259","pdf_url":"https://www.informatica.si/index.php/informatica/article/download/10259/6670","source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31449/inf.v50i12.10259","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i12.10259","pdf_url":"https://www.informatica.si/index.php/informatica/article/download/10259/6670","source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7160980616.pdf","grobid_xml":"https://content.openalex.org/works/W7160980616.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Current":[0],"3D":[1,36],"clothing":[2,95],"modeling":[3,74],"methods":[4],"often":[5],"face":[6],"the":[7,33,45,57,64,73,79,100,111,123],"problems":[8],"of":[9,18,35,56,76,78,114,126,142],"discontinuous":[10],"geometric":[11,37,115,175],"expression,":[12],"poor":[13],"style":[14],"adaptability":[15],"and":[16,28,63,99,117,136,196],"lack":[17],"high-quality":[19],"generation":[20,84,101,139],"mechanism":[21,125],"when":[22],"dealing":[23],"with":[24,163,184],"complex":[25],"topological":[26,96,145],"structure":[27,97,146],"personalized":[29,121],"design":[30],"requirements.":[31],"In":[32,120],"aspect":[34],"reconstruction,":[38],"an":[39,156],"implicit":[40,131,161],"coding":[41],"method":[42,141],"based":[43],"on":[44,168],"signed":[46],"distance":[47],"function":[48],"is":[49,69,87,91,103,133,147],"introduced":[50,92],"to":[51,71,93,109,130,172,209],"realize":[52],"a":[53,137,178,198],"high-precision":[54],"representation":[55],"garment":[58,170,210],"surface":[59],"in":[60],"continuous":[61],"space,":[62],"multi-resolution":[65,164],"feature":[66,165,189],"fusion":[67],"strategy":[68],"used":[70],"enhance":[72,110],"ability":[75],"details":[77],"model.":[80],"A":[81],"topology-aware":[82,179],"adversarial":[83],"network":[85],"architecture":[86],"constructed,":[88,135],"graph":[89,185],"convolution":[90,186],"extract":[94],"features,":[98],"process":[102],"optimized":[104,191],"by":[105],"combining":[106],"physical":[107,118],"constraints":[108],"network's":[112],"understanding":[113],"continuity":[116],"rationality.":[119],"modeling,":[122],"mapping":[124,202],"human":[127,203],"morphological":[128],"parameters":[129,204],"space":[132],"systematically":[134],"conditional":[138,199],"control":[140,200],"dynamically":[143],"deformable":[144],"proposed.":[148],"The":[149],"methodology":[150],"integrates":[151],"three":[152],"core":[153],"components:":[154],"(1)":[155],"Signed":[157],"Distance":[158],"Function":[159],"(SDF)-based":[160],"encoder":[162],"fusion,":[166],"trained":[167],"12,500":[169],"models":[171],"achieve":[173],"sub-millimeter":[174],"precision;":[176],"(2)":[177],"Generative":[180],"Adversarial":[181],"Network":[182],"(GAN)":[183],"for":[187],"structural":[188],"extraction,":[190],"via":[192],"200,000":[193],"training":[194],"iterations;":[195],"(3)":[197],"module":[201],"(e.g.,":[205],"bust,":[206],"waist":[207],"circumference)":[208],"topology,":[211],"validated":[212],"across":[213],"34":[214],"diverse":[215],"body":[216],"shapes.":[217],"Statistical":[218],"analysis":[219],"shows":[220],"significant":[221],"improvements":[222],"(p":[223]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-05-14T00:00:00"}
