{"id":"https://openalex.org/W4406193167","doi":"https://doi.org/10.1007/s00521-024-10843-6","title":"Revolutionizing online shopping with FITMI: a realistic virtual try-on solution","display_name":"Revolutionizing online shopping with FITMI: a realistic virtual try-on solution","publication_year":2025,"publication_date":"2025-01-09","ids":{"openalex":"https://openalex.org/W4406193167","doi":"https://doi.org/10.1007/s00521-024-10843-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10843-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10843-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10843-6.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10843-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115817782","display_name":"Tassneam M. Samy","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Tassneam M. Samy","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers and Artificial Intelligence, Helwan University, Cairo, Egypt"],"raw_orcid":"https://orcid.org/0009-0007-5620-997X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers and Artificial Intelligence, Helwan University, Cairo, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115817783","display_name":"Beshoy I. Asham","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Beshoy I. Asham","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers and Artificial Intelligence, Helwan University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers and Artificial Intelligence, Helwan University, Cairo, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087015918","display_name":"Salwa O. Slim","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Salwa O. Slim","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers and Artificial Intelligence, Helwan University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers and Artificial Intelligence, Helwan University, Cairo, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059775848","display_name":"Amr A. Abohany","orcid":"https://orcid.org/0000-0002-7408-5073"},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]},{"id":"https://openalex.org/I169744251","display_name":"Damanhour University","ror":"https://ror.org/03svthf85","country_code":"EG","type":"education","lineage":["https://openalex.org/I169744251"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amr A. Abohany","raw_affiliation_strings":["Department of Information Systems, Faculty of Computers and Information, Damanhour University, Damanhour, Egypt","Department of Information Systems, Faculty of Computers and Information, Kafrelsheikh University, Kafrelsheikh, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computers and Information, Damanhour University, Damanhour, Egypt","institution_ids":["https://openalex.org/I169744251"]},{"raw_affiliation_string":"Department of Information Systems, Faculty of Computers and Information, Kafrelsheikh University, Kafrelsheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115817782"],"corresponding_institution_ids":["https://openalex.org/I84058292"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":11.5865,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98612631,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"37","issue":"8","first_page":"6125","last_page":"6144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9904000163078308,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9904000163078308,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9711999893188477,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9366999864578247,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.9041173458099365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.676634669303894},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33401620388031006},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.201806902885437}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.9041173458099365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676634669303894},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33401620388031006},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.201806902885437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-10843-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10843-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10843-6.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-024-10843-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10843-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10843-6.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320322165","display_name":"Helwan University","ror":"https://ror.org/00h55v928"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4406193167.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2130859329","https://openalex.org/W2133665775","https://openalex.org/W2559085405","https://openalex.org/W2883309205","https://openalex.org/W2962785568","https://openalex.org/W2962974533","https://openalex.org/W2964050021","https://openalex.org/W2981959899","https://openalex.org/W3013135579","https://openalex.org/W3115879670","https://openalex.org/W3173998882","https://openalex.org/W3175714707","https://openalex.org/W4210984894","https://openalex.org/W4226302815","https://openalex.org/W4292828922","https://openalex.org/W4312694728","https://openalex.org/W4312933868","https://openalex.org/W4313065289","https://openalex.org/W4321116995","https://openalex.org/W4387968172","https://openalex.org/W4391468387","https://openalex.org/W4392016246","https://openalex.org/W4392354032","https://openalex.org/W4394745903","https://openalex.org/W4400526206"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"today\u2019s":[2],"digital":[3],"age,":[4],"consumers":[5],"increasingly":[6],"rely":[7],"on":[8,28,147,156,250],"online":[9,20,54,107],"shopping":[10,21,108,234],"for":[11,90],"convenience":[12],"and":[13,40,47,106,114,138,221,245],"accessibility.":[14],"However,":[15],"a":[16,77,112,178,196,228],"significant":[17],"drawback":[18],"of":[19,189,199],"is":[22,212],"the":[23,69,100,201,219,233,242],"inability":[24],"to":[25,36,61,98,170,240],"physically":[26],"try":[27],"clothing":[29],"before":[30],"purchasing.":[31],"This":[32,205],"limitation":[33],"often":[34,160],"leads":[35],"uncertainty":[37],"regarding":[38],"fit":[39],"style,":[41],"resulting":[42],"in":[43,127],"customer":[44],"post-purchase":[45],"dissatisfaction":[46],"higher":[48],"return":[49],"rates.":[50],"Research":[51],"indicates":[52],"that":[53],"items":[55,202,239],"are":[56],"three":[57],"times":[58],"more":[59,136],"likely":[60],"be":[62],"returned":[63],"than":[64,143],"in-store":[65,104],"ones,":[66],"especially":[67],"during":[68],"pandemic.":[70],"To":[71],"address":[72],"this":[73],"challenge,":[74],"we":[75],"propose":[76],"virtual":[78,91,116,120,140,153,183],"try-on":[79,92,117,121,141],"method":[80],"called":[81],"FITMI,":[82],"an":[83],"enhanced":[84,132],"Latent":[85],"Diffusion":[86],"Textual":[87],"Inversion":[88],"model":[89],"purposes.":[93],"The":[94],"proposed":[95],"architecture":[96],"aims":[97],"bridge":[99],"gap":[101],"between":[102],"traditional":[103],"try-ons":[105,154,184],"by":[109,185,236],"offering":[110],"users":[111,190],"realistic":[113,139],"interactive":[115],"experience.":[118],"Although":[119],"solutions":[122],"already":[123],"exist,":[124],"recent":[125],"advancements":[126],"artificial":[128],"intelligence":[129],"have":[130],"significantly":[131],"their":[133],"capabilities,":[134],"enabling":[135],"sophisticated":[137],"experiences":[142],"ever":[144],"before.":[145],"Building":[146],"these":[148],"advancements,":[149],"FITMI":[150,165,181,211,225],"surpasses":[151],"ordinary":[152],"relying":[155],"generative":[157],"adversarial":[158],"networks,":[159],"producing":[161],"unrealistic":[162],"outputs.":[163],"Instead,":[164],"utilizes":[166],"latent":[167],"diffusion":[168],"models":[169],"generate":[171],"high-quality":[172],"images":[173,188],"with":[174,191],"detailed":[175],"textures.":[176],"As":[177],"web":[179],"application,":[180],"facilitates":[182],"seamlessly":[186],"integrating":[187],"garments":[192],"from":[193,209],"catalogs,":[194],"providing":[195],"true-to-life":[197],"representation":[198],"how":[200],"would":[203],"look.":[204],"approach":[206],"differentiates":[207],"us":[208],"competitors.":[210],"validated":[213],"using":[214],"two":[215],"widely":[216],"recognized":[217],"benchmarks:":[218],"Dress-Code":[220],"Viton-HD":[222],"datasets.":[223],"Additionally,":[224],"acts":[226],"as":[227],"trusted":[229],"style":[230],"advisor,":[231],"enhancing":[232],"experience":[235],"recommending":[237],"complementary":[238],"elevate":[241],"chosen":[243],"garment":[244],"suggesting":[246],"similar":[247],"options":[248],"based":[249],"user":[251],"preferences.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2025-10-10T00:00:00"}
