{"id":"https://openalex.org/W4404526913","doi":"https://doi.org/10.1145/3687921","title":"GarVerseLOD: High-Fidelity 3D Garment Reconstruction from a Single In-the-Wild Image using a Dataset with Levels of Details","display_name":"GarVerseLOD: High-Fidelity 3D Garment Reconstruction from a Single In-the-Wild Image using a Dataset with Levels of Details","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4404526913","doi":"https://doi.org/10.1145/3687921"},"language":"en","primary_location":{"id":"doi:10.1145/3687921","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3687921","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-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/A5068399946","display_name":"Zhongjin Luo","orcid":"https://orcid.org/0000-0002-3483-4236"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongjin Luo","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3483-4236","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674215","display_name":"Haolin Liu","orcid":"https://orcid.org/0009-0009-4962-9217"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haolin Liu","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0009-4962-9217","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003710372","display_name":"Chenghong Li","orcid":"https://orcid.org/0009-0004-0604-7421"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghong Li","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0004-0604-7421","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wanghao Du","orcid":"https://orcid.org/0009-0005-3005-5007"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanghao Du","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0005-3005-5007","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022534774","display_name":"Zirong Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zirong Jin","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0006-0558-8781","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108773778","display_name":"Wanhu Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanhu Sun","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0008-5740-9997","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051467266","display_name":"Yinyu Nie","orcid":"https://orcid.org/0000-0001-7023-6797"},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yinyu Nie","raw_affiliation_strings":["Huawei Technologies Ltd., London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-7023-6797","affiliations":[{"raw_affiliation_string":"Huawei Technologies Ltd., London, United Kingdom","institution_ids":["https://openalex.org/I4210160618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050270520","display_name":"Weikai Chen","orcid":"https://orcid.org/0000-0002-3212-1072"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weikai Chen","raw_affiliation_strings":["Tencent America, Los Angeles, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-3212-1072","affiliations":[{"raw_affiliation_string":"Tencent America, Los Angeles, United States of America","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042771880","display_name":"Xiaoguang Han","orcid":"https://orcid.org/0000-0003-0162-3296"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoguang Han","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0162-3296","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.901,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70605323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"43","issue":"6","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9987999796867371,"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":0.9987999796867371,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9646999835968018,"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/high-fidelity","display_name":"High fidelity","score":0.6394020915031433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6119521260261536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5937902927398682},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5934065580368042},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5872514247894287},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5692522525787354},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5221614837646484},{"id":"https://openalex.org/keywords/3d-reconstruction","display_name":"3D reconstruction","score":0.4633716940879822},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34177279472351074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11658203601837158}],"concepts":[{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.6394020915031433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6119521260261536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5937902927398682},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5934065580368042},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5872514247894287},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5692522525787354},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5221614837646484},{"id":"https://openalex.org/C109950114","wikidata":"https://www.wikidata.org/wiki/Q4464732","display_name":"3D reconstruction","level":2,"score":0.4633716940879822},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34177279472351074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11658203601837158},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3687921","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3687921","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1967554269","https://openalex.org/W2168722300","https://openalex.org/W2573098616","https://openalex.org/W2596210417","https://openalex.org/W2737762407","https://openalex.org/W2743742625","https://openalex.org/W2810283892","https://openalex.org/W2894878561","https://openalex.org/W2962921964","https://openalex.org/W2963926543","https://openalex.org/W2971467054","https://openalex.org/W2978956737","https://openalex.org/W2979283733","https://openalex.org/W2981978060","https://openalex.org/W2990863967","https://openalex.org/W2991621301","https://openalex.org/W3004162361","https://openalex.org/W3011070051","https://openalex.org/W3035291735","https://openalex.org/W3109394508","https://openalex.org/W3128529129","https://openalex.org/W3154906787","https://openalex.org/W3202804820","https://openalex.org/W3204956438","https://openalex.org/W3206841600","https://openalex.org/W3215880630","https://openalex.org/W4226160668","https://openalex.org/W4235375376","https://openalex.org/W4236667477","https://openalex.org/W4312892451","https://openalex.org/W4312933868","https://openalex.org/W4386075709","https://openalex.org/W4386076247","https://openalex.org/W4390873054","https://openalex.org/W4391759550","https://openalex.org/W6600538214"],"related_works":["https://openalex.org/W4313443006","https://openalex.org/W2945374968","https://openalex.org/W4293777179","https://openalex.org/W4385452045","https://openalex.org/W2164070813","https://openalex.org/W2135608140","https://openalex.org/W2895525995","https://openalex.org/W2332512904","https://openalex.org/W4224231624","https://openalex.org/W2319626700"],"abstract_inverted_index":{"Neural":[0],"implicit":[1],"functions":[2],"have":[3,27],"brought":[4],"impressive":[5],"advances":[6],"to":[7,30,55,83,118,168,177,204,218],"the":[8,22,53,71,85,90,119,139,146,186],"state-of-the-art":[9],"of":[10,74,94,121,130,145,159,238,265],"clothed":[11],"human":[12],"digitization":[13],"from":[14,64,164],"multiple":[15],"or":[16],"even":[17],"single":[18,66],"images.":[19,240],"However,":[20],"despite":[21],"progress,":[23],"current":[24],"arts":[25],"still":[26],"difficulty":[28],"generalizing":[29],"unseen":[31],"images":[32,222],"with":[33,107,157,171,194,227,251],"complex":[34],"cloth":[35,105],"deformation":[36],"and":[37,49,92,142,269,272],"body":[38],"poses.":[39],"In":[40,116],"this":[41,99,179],"work,":[42],"we":[43,78,124,207],"present":[44],"GarVerseLOD,":[45],"a":[46,65,154,209,235,262],"new":[47],"dataset":[48,156,273],"framework":[50],"that":[51,80,126,244],"paves":[52],"way":[54],"achieving":[56],"unprecedented":[57],"robustness":[58],"in":[59,89,137],"high-fidelity":[60],"3D":[61,95],"garment":[62,96,170,225,249],"reconstruction":[63],"unconstrained":[67],"image.":[68],"Inspired":[69],"by":[70,113,184],"recent":[72],"success":[73],"large":[75,263],"generative":[76],"models,":[77],"believe":[79],"one":[81],"key":[82],"addressing":[84],"generalization":[86,140],"challenge":[87],"lies":[88],"quantity":[91],"quality":[93,254],"data.":[97],"Towards":[98],"end,":[100],"GarVerseLOD":[101,152,200,245],"collects":[102],"6,000":[103],"high-quality":[104],"models":[106,217],"fine-grained":[108],"geometry":[109,131],"details":[110,160],"manually":[111],"created":[112],"professional":[114],"artists.":[115],"addition":[117],"scale":[120],"training":[122],"data,":[123],"observe":[125],"having":[127],"disentangled":[128],"granularities":[129],"can":[132,201,246],"play":[133],"an":[134],"important":[135],"role":[136],"boosting":[138],"capability":[141],"inference":[143,187],"accuracy":[144],"learned":[147],"model.":[148],"We":[149,230],"hence":[150],"craft":[151],"as":[153],"hierarchical":[155],"levels":[158],"(LOD)":[161],",":[162],"spanning":[163],"detail-free":[165],"stylized":[166],"shape":[167],"pose-blended":[169],"pixel-aligned":[172],"details.":[173],"This":[174],"allows":[175],"us":[176],"make":[178],"highly":[180],"under-constrained":[181],"problem":[182],"tractable":[183],"factorizing":[185],"into":[188],"easier":[189],"tasks,":[190],"each":[191,224],"narrowed":[192],"down":[193],"smaller":[195],"searching":[196],"space.":[197],"To":[198],"ensure":[199],"generalize":[202],"well":[203],"in-the-wild":[205,239],"images,":[206],"propose":[208],"novel":[210],"labeling":[211],"paradigm":[212],"based":[213],"on":[214,234],"conditional":[215],"diffusion":[216],"generate":[219,247],"extensive":[220],"paired":[221],"for":[223],"model":[226],"high":[228],"photorealism.":[229],"evaluate":[231],"our":[232],"method":[233],"massive":[236],"amount":[237],"Experimental":[241],"results":[242],"demonstrate":[243],"standalone":[248],"pieces":[250],"significantly":[252],"better":[253],"than":[255],"prior":[256],"approaches":[257],"while":[258],"being":[259],"robust":[260],"against":[261],"variation":[264],"pose,":[266],"illumination,":[267],"occlusion,":[268],"deformation.":[270],"Code":[271],"are":[274],"available":[275],"at":[276],"garverselod.github.io.":[277]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
