{"id":"https://openalex.org/W4402346012","doi":"https://doi.org/10.48550/arxiv.2407.12705","title":"IMAGDressing-v1: Customizable Virtual Dressing","display_name":"IMAGDressing-v1: Customizable Virtual Dressing","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4402346012","doi":"https://doi.org/10.48550/arxiv.2407.12705"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2407.12705","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.12705","pdf_url":"https://arxiv.org/pdf/2407.12705","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.12705","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008205192","display_name":"Fei Shen","orcid":"https://orcid.org/0000-0002-6682-1712"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shen, Fei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022045545","display_name":"Xin Jiang","orcid":"https://orcid.org/0000-0003-2143-3596"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Xin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108982129","display_name":"Xin He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Xin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062493210","display_name":"Ye Hu","orcid":"https://orcid.org/0000-0003-2727-6480"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ye, Hu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075465468","display_name":"Cong Wang","orcid":"https://orcid.org/0000-0002-5601-2145"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Cong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102499994","display_name":"Xiaoyu Du","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Du, Xiaoyu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017096005","display_name":"Zechao Li","orcid":"https://orcid.org/0000-0002-5341-5985"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Zechao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5035112538","display_name":"Jinhui Tang","orcid":"https://orcid.org/0000-0001-9008-222X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tang, Jinhui","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5008205192"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.1940000057220459,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.1940000057220459,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.19359999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39562663435935974},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3938555121421814},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.3521795868873596},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34242185950279236},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3270009756088257},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19683343172073364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39562663435935974},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3938555121421814},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.3521795868873596},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34242185950279236},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3270009756088257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19683343172073364}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2407.12705","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.12705","pdf_url":"https://arxiv.org/pdf/2407.12705","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2407.12705","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2407.12705","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2407.12705","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.12705","pdf_url":"https://arxiv.org/pdf/2407.12705","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402346012.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Latest":[0],"advances":[1],"have":[2],"achieved":[3],"realistic":[4],"virtual":[5,52],"try-on":[6],"(VTON)":[7],"through":[8,141],"localized":[9],"garment":[10,95,124,128,176],"inpainting":[11],"using":[12],"latent":[13],"diffusion":[14],"models,":[15],"significantly":[16],"enhancing":[17],"consumers'":[18],"online":[19],"shopping":[20],"experience.":[21],"However,":[22],"existing":[23],"VTON":[24],"technologies":[25],"neglect":[26],"the":[27,80,127,158,168,174],"need":[28],"for":[29,194],"merchants":[30],"to":[31,78,122,156,166],"showcase":[32],"garments":[33,65],"comprehensively,":[34],"including":[35,114],"flexible":[36],"control":[37,138],"over":[38,181],"garments,":[39],"optional":[40,67],"faces,":[41],"poses,":[42],"and":[43,66,85,103,118,154,160,186,189,215],"scenes.":[44],"To":[45],"address":[46,167],"this":[47],"issue,":[48],"we":[49,70,89,172],"define":[50],"a":[51,72,94,110,115,119,131,191],"dressing":[53],"(VD)":[54],"task":[55],"focused":[56],"on":[57],"generating":[58],"freely":[59],"editable":[60],"human":[61,205],"images":[62,84],"with":[63,147],"fixed":[64],"conditions.":[68,212],"Meanwhile,":[69],"design":[71],"comprehensive":[73],"affinity":[74],"metric":[75],"index":[76],"(CAMI)":[77],"evaluate":[79],"consistency":[81],"between":[82],"generated":[83,163],"reference":[86],"garments.":[87],"Then,":[88],"propose":[90],"IMAGDressing-v1,":[91],"which":[92],"incorporates":[93],"UNet":[96,129],"that":[97,200],"captures":[98],"semantic":[99],"features":[100,105,125],"from":[101,106,126],"CLIP":[102],"texture":[104],"VAE.":[107],"We":[108],"present":[109],"hybrid":[111],"attention":[112],"module,":[113],"frozen":[116,132],"self-attention":[117],"trainable":[120],"cross-attention,":[121],"integrate":[123],"into":[130],"denoising":[133],"UNet,":[134],"ensuring":[135],"users":[136],"can":[137,144],"different":[139],"scenes":[140],"text.":[142],"IMAGDressing-v1":[143,202],"be":[145,218],"combined":[146],"other":[148],"extension":[149],"plugins,":[150],"such":[151],"as":[152],"ControlNet":[153],"IP-Adapter,":[155],"enhance":[157],"diversity":[159],"controllability":[161],"of":[162,170,184],"images.":[164],"Furthermore,":[165],"lack":[169],"data,":[171],"release":[173],"interactive":[175],"pairing":[177],"(IGPair)":[178],"dataset,":[179],"containing":[180],"300,000":[182],"pairs":[183],"clothing":[185],"dressed":[187],"images,":[188],"establish":[190],"standard":[192],"pipeline":[193],"data":[195],"assembly.":[196],"Extensive":[197],"experiments":[198],"demonstrate":[199],"our":[201],"achieves":[203],"state-of-the-art":[204],"image":[206],"synthesis":[207],"performance":[208],"under":[209],"various":[210],"controlled":[211],"The":[213],"code":[214],"model":[216],"will":[217],"available":[219],"at":[220],"https://github.com/muzishen/IMAGDressing.":[221]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
