{"id":"https://openalex.org/W4416286447","doi":"https://doi.org/10.1109/tce.2025.3633891","title":"PEMF-VTO: Point-Enhanced Video Virtual Try-on via Mask-Free Paradigm","display_name":"PEMF-VTO: Point-Enhanced Video Virtual Try-on via Mask-Free Paradigm","publication_year":2025,"publication_date":"2025-11-17","ids":{"openalex":"https://openalex.org/W4416286447","doi":"https://doi.org/10.1109/tce.2025.3633891"},"language":null,"primary_location":{"id":"doi:10.1109/tce.2025.3633891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3633891","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5036178792","display_name":"Tianyu Chang","orcid":"https://orcid.org/0000-0002-0741-1377"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianyu Chang","raw_affiliation_strings":["Institute Advanced Technology, University of Science and Technology of China (USTC), Hefei, China","School of Information Science and Technology, University of Science and Technology of China (USTC), Hefei, China"],"affiliations":[{"raw_affiliation_string":"Institute Advanced Technology, University of Science and Technology of China (USTC), Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China (USTC), Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079144018","display_name":"Xiaohao Chen","orcid":"https://orcid.org/0000-0002-8939-8523"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohao Chen","raw_affiliation_strings":["Alibaba International Digital Commerce Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba International Digital Commerce Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101935854","display_name":"Zhichao Wei","orcid":"https://orcid.org/0000-0002-4796-9690"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Wei","raw_affiliation_strings":["Alibaba International Digital Commerce Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba International Digital Commerce Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010466923","display_name":"X.H. Zhang","orcid":"https://orcid.org/0009-0001-2053-1656"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanpu Zhang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078119178","display_name":"Qinhuang Chen","orcid":"https://orcid.org/0000-0003-3619-1171"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingguo Chen","raw_affiliation_strings":["Alibaba International Digital Commerce Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba International Digital Commerce Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085736941","display_name":"Weihua Luo","orcid":"https://orcid.org/0000-0002-5002-6933"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Luo","raw_affiliation_strings":["Alibaba International Digital Commerce Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba International Digital Commerce Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015177224","display_name":"Peipei Song","orcid":"https://orcid.org/0000-0001-6764-3375"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peipei Song","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China (USTC), Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China (USTC), Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034737032","display_name":"Xun Yang","orcid":"https://orcid.org/0000-0003-0201-1638"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Yang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China (USTC), Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China (USTC), Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5036178792"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36101411,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"72","issue":"1","first_page":"2267","last_page":"2279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.640999972820282,"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":0.640999972820282,"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":0.24580000340938568,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.028599999845027924,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/view-synthesis","display_name":"View synthesis","score":0.4903999865055084},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.46779999136924744},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.451200008392334},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.43070000410079956},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.40849998593330383},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.3756999969482422},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.37549999356269836},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.36320000886917114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8070999979972839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5504999756813049},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5483999848365784},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.4903999865055084},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.46779999136924744},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.451200008392334},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.43070000410079956},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.40849998593330383},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.3756999969482422},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.37549999356269836},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.36320000886917114},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.34459999203681946},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.33980000019073486},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C2985909886","wikidata":"https://www.wikidata.org/wiki/Q193147","display_name":"Spatial coherence","level":3,"score":0.3068999946117401},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C150303390","wikidata":"https://www.wikidata.org/wiki/Q1983852","display_name":"Virtual actor","level":3,"score":0.28369998931884766},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27709999680519104},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.2703999876976013},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.2700999975204468},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.26350000500679016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3633891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3633891","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2559085405","https://openalex.org/W2883309205","https://openalex.org/W2905373637","https://openalex.org/W2954164237","https://openalex.org/W2962785568","https://openalex.org/W2963524571","https://openalex.org/W2963876278","https://openalex.org/W2964050021","https://openalex.org/W2981950698","https://openalex.org/W2981959899","https://openalex.org/W2991079364","https://openalex.org/W2998458548","https://openalex.org/W3033060645","https://openalex.org/W3110156989","https://openalex.org/W3142806976","https://openalex.org/W3173998882","https://openalex.org/W3175471114","https://openalex.org/W3175714707","https://openalex.org/W3176412779","https://openalex.org/W3206068051","https://openalex.org/W4221155044","https://openalex.org/W4280567629","https://openalex.org/W4288092008","https://openalex.org/W4292828922","https://openalex.org/W4312394910","https://openalex.org/W4312610635","https://openalex.org/W4312739557","https://openalex.org/W4312933868","https://openalex.org/W4313197087","https://openalex.org/W4323896828","https://openalex.org/W4385896680","https://openalex.org/W4386076406","https://openalex.org/W4387967980","https://openalex.org/W4387968010","https://openalex.org/W4387968172","https://openalex.org/W4388240223","https://openalex.org/W4390872297","https://openalex.org/W4390873054","https://openalex.org/W4390873520","https://openalex.org/W4390874575","https://openalex.org/W4392172968","https://openalex.org/W4399055279","https://openalex.org/W4399800970","https://openalex.org/W4402702915","https://openalex.org/W4402727040","https://openalex.org/W4402727504","https://openalex.org/W4402727781","https://openalex.org/W4402753848","https://openalex.org/W4402753872","https://openalex.org/W4402754210","https://openalex.org/W4402774219","https://openalex.org/W4402781001","https://openalex.org/W4403757521","https://openalex.org/W4403791475","https://openalex.org/W4403791497","https://openalex.org/W4404582848","https://openalex.org/W4405003259","https://openalex.org/W4405140572","https://openalex.org/W4405446520","https://openalex.org/W4405719188","https://openalex.org/W4406321725","https://openalex.org/W4409262010","https://openalex.org/W4409366205","https://openalex.org/W4409427075","https://openalex.org/W4410393483","https://openalex.org/W4413146255","https://openalex.org/W4417125026","https://openalex.org/W7131108834","https://openalex.org/W7138145498"],"related_works":[],"abstract_inverted_index":{"Video":[0,102],"Virtual":[1,103],"Try-on":[2],"aims":[3],"to":[4,32,67,111,160,175],"seamlessly":[5],"transfer":[6,40,135],"a":[7,11,15,98,143],"reference":[8],"garment":[9,39,114,134,163],"onto":[10],"target":[12],"person":[13],"in":[14,41,52,78,85],"video":[16,138],"while":[17],"preserving":[18],"both":[19,132],"visual":[20],"fidelity":[21],"and":[22,59,128,136,165,179,198],"temporal":[23,177],"coherence.":[24,139],"Existing":[25],"methods":[26,71],"typically":[27],"rely":[28],"on":[29],"inpainting":[30],"masks":[31,61],"define":[33],"the":[34,81,120],"try-on":[35,82,201],"area,":[36,83],"enabling":[37],"accurate":[38],"simple":[42],"scenes":[43],"(e.g.,":[44],"in-shop":[45],"videos).":[46],"However,":[47],"these":[48,93],"mask-based":[49],"approaches":[50],"struggle":[51],"complex":[53],"real-world":[54],"scenarios,":[55],"as":[56],"overly":[57],"large":[58],"inconsistent":[60],"often":[62],"destroy":[63],"spatial-temporal":[64],"information,":[65],"leading":[66],"distorted":[68],"results.":[69],"Mask-free":[70],"alleviate":[72],"this":[73],"issue":[74],"but":[75],"face":[76],"challenges":[77],"accurately":[79],"determining":[80],"especially":[84],"videos":[86],"with":[87,147],"dynamic":[88],"body":[89],"movements.":[90],"To":[91],"address":[92],"limitations,":[94],"we":[95,141],"propose":[96],"PEMF-VTO,":[97],"novel":[99],"Point-Enhanced":[100,144,151,166],"Mask-Free":[101],"Try-On":[104],"framework":[105],"that":[106,188],"leverages":[107,171],"sparse":[108],"point":[109,158,173],"alignments":[110,159],"explicitly":[112],"guide":[113,162],"transfer.":[115],"Our":[116],"key":[117],"innovation":[118],"is":[119],"introduction":[121],"of":[122],"point-enhanced":[123],"guidance,":[124],"which":[125,155,170],"provides":[126],"flexible":[127],"reliable":[129],"control":[130],"over":[131],"spatial-level":[133],"temporal-level":[137],"Specifically,":[140],"design":[142],"Transformer":[145],"(PET)":[146],"two":[148],"core":[149],"components:":[150],"Spatial":[152],"Attention":[153,168],"(PSA),":[154],"uses":[156],"frame-cloth":[157],"precisely":[161],"transfer,":[164],"Temporal":[167],"(PTA),":[169],"frame-frame":[172],"correspondences":[174],"enhance":[176],"coherence":[178],"ensure":[180],"smooth":[181],"transitions":[182],"across":[183],"frames.":[184],"Extensive":[185],"experiments":[186],"demonstrate":[187],"our":[189],"PEMF-VTO":[190],"outperforms":[191],"state-of-the-art":[192],"methods,":[193],"generating":[194],"more":[195],"natural,":[196],"coherent,":[197],"visually":[199],"appealing":[200],"videos,":[202],"particularly":[203],"for":[204],"challenging":[205],"in-the-wild":[206],"scenarios.":[207]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-11-17T00:00:00"}