{"id":"https://openalex.org/W4395038457","doi":"https://doi.org/10.1145/3659581","title":"Recurrent Appearance Flow for Occlusion-Free Virtual Try-On","display_name":"Recurrent Appearance Flow for Occlusion-Free Virtual Try-On","publication_year":2024,"publication_date":"2024-04-23","ids":{"openalex":"https://openalex.org/W4395038457","doi":"https://doi.org/10.1145/3659581"},"language":"en","primary_location":{"id":"doi:10.1145/3659581","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3659581","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3659581","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"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 Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3659581","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022971426","display_name":"Xiaoling Gu","orcid":"https://orcid.org/0000-0002-2876-1771"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoling Gu","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2876-1771","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109659808","display_name":"Junkai Zhu","orcid":"https://orcid.org/0009-0001-8654-7829"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junkai Zhu","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-8654-7829","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020006712","display_name":"Yongkang Wong","orcid":"https://orcid.org/0000-0002-1239-4428"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yongkang Wong","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1239-4428","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003800748","display_name":"Zizhao Wu","orcid":"https://orcid.org/0000-0003-2103-5037"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zizhao Wu","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2103-5037","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050817770","display_name":"Jun Yu","orcid":"https://orcid.org/0000-0003-1922-7283"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yu","raw_affiliation_strings":["Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1922-7283","affiliations":[{"raw_affiliation_string":"Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100728564","display_name":"Jianping Fan","orcid":"https://orcid.org/0000-0002-4923-0910"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianping Fan","raw_affiliation_strings":["The University of North Carolina at Charlotte, Charlotte, United States"],"raw_orcid":"https://orcid.org/0000-0002-4923-0910","affiliations":[{"raw_affiliation_string":"The University of North Carolina at Charlotte, Charlotte, United States","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016415049","display_name":"Mohan Kankanhalli","orcid":"https://orcid.org/0000-0002-4846-2015"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mohan Kankanhalli","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4846-2015","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022971426"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":0.6731,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67920939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"20","issue":"8","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9987000226974487,"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/T11448","display_name":"Face recognition and analysis","score":0.9987000226974487,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9986000061035156,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.8782159090042114},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.547364354133606},{"id":"https://openalex.org/keywords/occlusion","display_name":"Occlusion","score":0.5320559144020081},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4971933662891388},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37410426139831543},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3684758245944977},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.347120076417923},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11831960082054138},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09821581840515137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8782159090042114},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.547364354133606},{"id":"https://openalex.org/C2776268601","wikidata":"https://www.wikidata.org/wiki/Q968808","display_name":"Occlusion","level":2,"score":0.5320559144020081},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4971933662891388},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37410426139831543},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3684758245944977},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.347120076417923},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11831960082054138},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09821581840515137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3659581","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3659581","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3659581","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"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 Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3659581","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3659581","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3659581","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"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 Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2133050864","display_name":null,"funder_award_id":"61972119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2294246951","display_name":null,"funder_award_id":"LDT23F02025F02","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2540881713","display_name":null,"funder_award_id":"61802100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4033949287","display_name":null,"funder_award_id":"LDT23F02025F02","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G4352617435","display_name":null,"funder_award_id":"LY21F020019","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G4605825167","display_name":null,"funder_award_id":"U21B2040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6151690139","display_name":null,"funder_award_id":"62020106007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6570941292","display_name":null,"funder_award_id":"62125201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7914782706","display_name":null,"funder_award_id":"LDT23F02025F02","funder_id":"https://openalex.org/F4320322927","funder_display_name":"Zhejiang University"},{"id":"https://openalex.org/G8020115186","display_name":null,"funder_award_id":"62125201, 62020106007, U21B2040, 61802100 and 61972119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4395038457.pdf","grobid_xml":"https://content.openalex.org/works/W4395038457.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2963073614","https://openalex.org/W2963782415","https://openalex.org/W3147597595","https://openalex.org/W3183544223","https://openalex.org/W3200084456","https://openalex.org/W4313197087","https://openalex.org/W4313531488","https://openalex.org/W4313555722","https://openalex.org/W6980628487"],"related_works":["https://openalex.org/W3086692397","https://openalex.org/W2095216647","https://openalex.org/W4382561102","https://openalex.org/W2299928030","https://openalex.org/W2055533257","https://openalex.org/W4225320867","https://openalex.org/W3151182984","https://openalex.org/W2136340243","https://openalex.org/W2408290666","https://openalex.org/W1778779320"],"abstract_inverted_index":{"Image-based":[0],"virtual":[1],"try-on":[2,155],"aims":[3],"at":[4,190],"transferring":[5],"a":[6,11,68,90,111,130,145,159],"target":[7],"in-shop":[8,103],"garment":[9,104,127],"onto":[10],"reference":[12,49,107],"person,":[13],"and":[14,60,128,163],"has":[15],"garnered":[16],"significant":[17],"attention":[18],"from":[19],"the":[20,48,102,106,120,126,139,181],"research":[21],"communities":[22],"recently.":[23],"However,":[24],"previous":[25],"methods":[26,178],"have":[27],"faced":[28],"severe":[29],"challenges":[30],"in":[31],"handling":[32],"occlusion":[33,41,54,58,63,79,184],"problems.":[34,185],"To":[35],"address":[36],"this":[37],"limitation,":[38],"we":[39,66],"classify":[40],"problems":[42],"into":[43],"three":[44],"types":[45],"based":[46,95],"on":[47],"person\u2019s":[50],"arm":[51],"postures:":[52],"single-arm":[53],",":[55,59],"two-arm":[56,61],"non-crossed":[57],"crossed":[62],".":[64,115,166,192],"Specifically,":[65],"propose":[67],"novel":[69],"Occlusion-Free":[70],"Virtual":[71],"Try-On":[72],"Network":[73],"(OF-VTON)":[74],"that":[75,99,152,170],"effectively":[76],"overcomes":[77],"these":[78],"challenges.":[80],"The":[81],"OF-VTON":[82,173],"framework":[83],"consists":[84],"of":[85,183],"two":[86],"core":[87],"components:":[88],"(i)":[89],"new":[91,160],"Recurrent":[92],"Appearance":[93],"Flow":[94],"Deformation":[96],"(RAFD)":[97],"model":[98,117,151],"robustly":[100],"aligns":[101],"to":[105,124,134],"person":[108],"by":[109,157,179],"adopting":[110],"multi-task":[112],"learning":[113],"strategy":[114],"This":[116],"jointly":[118],"produces":[119],"dense":[121],"appearance":[122],"flow":[123],"warp":[125],"predicts":[129],"human":[131],"segmentation":[132],"map":[133],"provide":[135],"semantic":[136],"guidance":[137],"for":[138],"subsequent":[140],"image":[141],"synthesis":[142],"model.":[143],"(ii)":[144],"powerful":[146],"Multi-mask":[147],"Image":[148],"SynthesiS":[149],"(MISS)":[150],"generates":[153],"photo-realistic":[154],"results":[156,168],"introducing":[158],"mask":[161],"generation":[162],"selection":[164],"mechanism":[165],"Experimental":[167],"demonstrate":[169],"our":[171],"proposed":[172],"significantly":[174],"outperforms":[175],"existing":[176],"state-of-the-art":[177],"mitigating":[180],"impact":[182],"Our":[186],"code":[187],"is":[188],"available":[189],"https://github.com/gxl-groups/OF-VTON":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
