{"id":"https://openalex.org/W4390905244","doi":"https://doi.org/10.1109/tmm.2024.3354622","title":"PG-VTON: A Novel Image-Based Virtual Try-On Method via Progressive Inference Paradigm","display_name":"PG-VTON: A Novel Image-Based Virtual Try-On Method via Progressive Inference Paradigm","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390905244","doi":"https://doi.org/10.1109/tmm.2024.3354622"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3354622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3354622","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","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/A5083747119","display_name":"Naiyu Fang","orcid":"https://orcid.org/0000-0003-0145-1690"},"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":true,"raw_author_name":"Naiyu Fang","raw_affiliation_strings":["State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0145-1690","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062424762","display_name":"Lemiao Qiu","orcid":"https://orcid.org/0000-0001-9358-0099"},"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":"Lemiao Qiu","raw_affiliation_strings":["State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9358-0099","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041037485","display_name":"Shuyou Zhang","orcid":"https://orcid.org/0000-0001-9023-5361"},"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":"Shuyou Zhang","raw_affiliation_strings":["State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9023-5361","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693880","display_name":"Zili Wang","orcid":"https://orcid.org/0000-0002-5003-3092"},"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":"Zili Wang","raw_affiliation_strings":["State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5003-3092","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047651979","display_name":"Kerui Hu","orcid":"https://orcid.org/0000-0002-8055-6468"},"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":"Kerui Hu","raw_affiliation_strings":["State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8055-6468","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083747119"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":3.888,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93827583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"26","issue":null,"first_page":"6595","last_page":"6608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9790999889373779,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9771000146865845,"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/computer-science","display_name":"Computer science","score":0.862171471118927},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.8467932343482971},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.6723293662071228},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.6509538888931274},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6470615267753601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5897631645202637},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.43384820222854614},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37331563234329224},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3504098951816559},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18420001864433289}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.862171471118927},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.8467932343482971},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.6723293662071228},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.6509538888931274},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6470615267753601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5897631645202637},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.43384820222854614},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37331563234329224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3504098951816559},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18420001864433289}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3354622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3354622","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8176451433","display_name":null,"funder_award_id":"52375271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8232650804","display_name":null,"funder_award_id":"LY23E050011","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W764651262","https://openalex.org/W1901129140","https://openalex.org/W2128409098","https://openalex.org/W2559085405","https://openalex.org/W2566568033","https://openalex.org/W2774320778","https://openalex.org/W2805088284","https://openalex.org/W2883309205","https://openalex.org/W2895668250","https://openalex.org/W2913186260","https://openalex.org/W2923997689","https://openalex.org/W2962770929","https://openalex.org/W2963876278","https://openalex.org/W2964050021","https://openalex.org/W2981950698","https://openalex.org/W2984983779","https://openalex.org/W2990737297","https://openalex.org/W2991453701","https://openalex.org/W2996290406","https://openalex.org/W2997973210","https://openalex.org/W2998508940","https://openalex.org/W3013135579","https://openalex.org/W3025800305","https://openalex.org/W3033702017","https://openalex.org/W3035574324","https://openalex.org/W3035719652","https://openalex.org/W3110156989","https://openalex.org/W3138516171","https://openalex.org/W3156080566","https://openalex.org/W3159460161","https://openalex.org/W3170841864","https://openalex.org/W3173998882","https://openalex.org/W3174328016","https://openalex.org/W3175714707","https://openalex.org/W3176825610","https://openalex.org/W3183544223","https://openalex.org/W3198494235","https://openalex.org/W3202852550","https://openalex.org/W3214819087","https://openalex.org/W4225672218","https://openalex.org/W4226236785","https://openalex.org/W4297094385","https://openalex.org/W4304098280","https://openalex.org/W4312323657","https://openalex.org/W4312394910","https://openalex.org/W4312529357","https://openalex.org/W4321232185","https://openalex.org/W6618372016","https://openalex.org/W6637373629","https://openalex.org/W6718379498","https://openalex.org/W6750469568","https://openalex.org/W6803400252","https://openalex.org/W6803680838"],"related_works":["https://openalex.org/W1670332068","https://openalex.org/W2095618524","https://openalex.org/W2735770592","https://openalex.org/W1971024059","https://openalex.org/W1502062143","https://openalex.org/W4224236531","https://openalex.org/W4291993329","https://openalex.org/W2063177452","https://openalex.org/W2413982977","https://openalex.org/W1501838945"],"abstract_inverted_index":{"Virtual":[0],"try-on":[1,67,78,95,102,115,125,136],"is":[2,17],"a":[3,9,14,21,24,39,44,75,87,92,100,132,140],"promising":[4],"computer":[5],"vision":[6],"topic":[7],"with":[8,23],"high":[10],"commercial":[11],"value":[12],"wherein":[13],"new":[15],"garment":[16,60,94,124],"visually":[18],"worn":[19],"on":[20,153,165],"person":[22],"photo-realistic":[25],"effect.":[26],"Previous":[27],"studies":[28],"conduct":[29],"their":[30],"shape":[31,119,169],"and":[32,43,62,91,110,143,148,170],"content":[33,47],"inference":[34,48,82,89,104],"at":[35,191],"one":[36,145],"stage,":[37],"employing":[38],"single-scale":[40],"warping":[41,61,146],"mechanism":[42],"relatively":[45],"unsophisticated":[46],"mechanism.":[49],"These":[50],"approaches":[51],"have":[52],"led":[53],"to":[54,131,159],"suboptimal":[55],"results":[56],"in":[57],"terms":[58],"of":[59,135],"skin":[63,162,168,172],"reservation":[64],"under":[65,182],"challenging":[66,184],"scenarios.":[68,185],"To":[69,128],"address":[70],"these":[71],"limitations,":[72],"we":[73,98,121,138,156],"propose":[74,99],"novel":[76],"virtual":[77],"method":[79,105,178],"via":[80,126],"progressive":[81],"paradigm":[83],"(PGVTON)":[84],"that":[85,176],"leverages":[86],"top-down":[88],"pipeline":[90],"general":[93],"strategy.":[96],"Specifically,":[97],"robust":[101],"parsing":[103,116],"by":[106],"disentangling":[107],"semantic":[108],"categories":[109],"introducing":[111],"consistency.":[112],"Exploiting":[113],"the":[114,118,123,166],"as":[117],"guidance,":[120],"implement":[122,160],"warping-mapping-composition.":[127],"facilitate":[129],"adaptation":[130],"wide":[133],"range":[134],"scenarios,":[137],"adopt":[139],"covering":[141],"more":[142],"selecting":[144],"strategy":[147],"explicitly":[149],"distinguish":[150],"tasks":[151],"based":[152],"alignment.":[154],"Additionally,":[155],"regulate":[157],"StyleGAN2":[158],"re-naked":[161],"inpainting,":[163],"conditioned":[164],"target":[167],"spatial-agnostic":[171],"features.":[173],"Experiments":[174],"demonstrate":[175],"our":[177],"has":[179],"state-of-the-art":[180],"performance":[181],"two":[183],"The":[186],"code":[187],"will":[188],"be":[189],"available":[190],"<uri":[192],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[193],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/NerdFNY/PGVTON</uri>":[194],".":[195]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}