{"id":"https://openalex.org/W4311313837","doi":"https://doi.org/10.1109/iotais56727.2022.9975927","title":"Human Parsing for Image-Based Virtual Try-On Using Pix2Pix","display_name":"Human Parsing for Image-Based Virtual Try-On Using Pix2Pix","publication_year":2022,"publication_date":"2022-11-24","ids":{"openalex":"https://openalex.org/W4311313837","doi":"https://doi.org/10.1109/iotais56727.2022.9975927"},"language":"en","primary_location":{"id":"doi:10.1109/iotais56727.2022.9975927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotais56727.2022.9975927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)","raw_type":"proceedings-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/A5017323494","display_name":"M. Haswin Anugrah Pratama","orcid":null},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"M. Haswin Anugrah Pratama","raw_affiliation_strings":["Telkom University,School of Electrical Engineering,Bandung,Indonesia","School of Electrical Engineering, Telkom University, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Telkom University,School of Electrical Engineering,Bandung,Indonesia","institution_ids":["https://openalex.org/I862893732"]},{"raw_affiliation_string":"School of Electrical Engineering, Telkom University, Bandung, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069929637","display_name":"Willy Anugrah Cahyadi","orcid":"https://orcid.org/0000-0003-1377-8199"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Willy Anugrah Cahyadi","raw_affiliation_strings":["Telkom University,School of Electrical Engineering,Bandung,Indonesia","School of Electrical Engineering, Telkom University, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Telkom University,School of Electrical Engineering,Bandung,Indonesia","institution_ids":["https://openalex.org/I862893732"]},{"raw_affiliation_string":"School of Electrical Engineering, Telkom University, Bandung, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076210498","display_name":"Fiky Yosef Suratman","orcid":"https://orcid.org/0000-0003-4212-5242"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fiky Yosef Suratman","raw_affiliation_strings":["Telkom University,School of Electrical Engineering,Bandung,Indonesia","School of Electrical Engineering, Telkom University, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"Telkom University,School of Electrical Engineering,Bandung,Indonesia","institution_ids":["https://openalex.org/I862893732"]},{"raw_affiliation_string":"School of Electrical Engineering, Telkom University, Bandung, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017323494"],"corresponding_institution_ids":["https://openalex.org/I862893732"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.115414,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":null,"first_page":"413","last_page":"417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9948999881744385,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9948999881744385,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9944999814033508,"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/T11448","display_name":"Face recognition and analysis","score":0.9886999726295471,"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/parsing","display_name":"Parsing","score":0.850841760635376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7711957693099976},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6464372873306274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5940950512886047},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5697044134140015},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5292773842811584},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5138209462165833},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45731279253959656}],"concepts":[{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.850841760635376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7711957693099976},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6464372873306274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5940950512886047},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5697044134140015},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5292773842811584},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5138209462165833},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45731279253959656},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iotais56727.2022.9975927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotais56727.2022.9975927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1973255633","https://openalex.org/W2125389028","https://openalex.org/W2204578866","https://openalex.org/W2298992465","https://openalex.org/W2405756170","https://openalex.org/W2519536754","https://openalex.org/W2598915960","https://openalex.org/W2883309205","https://openalex.org/W2962690307","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963150697","https://openalex.org/W2963684088","https://openalex.org/W2963758239","https://openalex.org/W2963966654","https://openalex.org/W2963978393","https://openalex.org/W2964050021","https://openalex.org/W2964094136","https://openalex.org/W2964309882","https://openalex.org/W2999219213","https://openalex.org/W3013135579","https://openalex.org/W3034230284","https://openalex.org/W3173998882","https://openalex.org/W4298289240","https://openalex.org/W6637568146","https://openalex.org/W6639824700","https://openalex.org/W6678815747","https://openalex.org/W6685352114","https://openalex.org/W6713645886","https://openalex.org/W6748481559"],"related_works":["https://openalex.org/W579810227","https://openalex.org/W2952780262","https://openalex.org/W2979495269","https://openalex.org/W2392917763","https://openalex.org/W2083429127","https://openalex.org/W2358855848","https://openalex.org/W2142145894","https://openalex.org/W1522196789","https://openalex.org/W4307623130","https://openalex.org/W4311360467"],"abstract_inverted_index":{"Image-based":[0],"virtual":[1,20,29,89,135],"try-on":[2,21,30,90,136],"is":[3,22,32,62],"a":[4],"method":[5,84],"that":[6,35,74],"can":[7,36],"let":[8],"people":[9],"try":[10],"on":[11,43],"clothes":[12],"virtually.":[13],"One":[14],"of":[15,60,110,115,121],"the":[16,28,33,83,97,101],"challenges":[17],"in":[18,27,86,132],"image-based":[19,88,134],"segmentation.":[23],"The":[24],"segmentation":[25,61],"needed":[26],"implementation":[31],"one":[34],"divide":[37],"humans":[38],"into":[39],"several":[40,68],"objects":[41],"based":[42],"their":[44],"body":[45],"parts":[46],"such":[47],"as":[48],"hair,":[49],"face,":[50],"neck,":[51],"hands,":[52],"upper":[53],"body,":[54],"and":[55,72,117],"lower":[56],"body.":[57],"This":[58],"type":[59],"called":[63],"human":[64,69,94],"parsing.":[65],"There":[66],"are":[67],"parsing":[70,95],"methods":[71],"datasets":[73],"have":[75],"achieved":[76],"great":[77],"results.":[78],"Unfortunately,":[79],"some":[80],"limitations":[81],"make":[82],"unsuitable":[85],"an":[87,107,112,118],"model.":[91],"We":[92],"proposed":[93],"using":[96],"Pix2Pix":[98],"model":[99,105,128],"with":[100],"VITON":[102],"dataset.":[103],"Our":[104],"yields":[106],"average":[108,113,119],"accuracy":[109],"89.76%,":[111],"F1-score":[114],"86.80%,":[116],"IoU":[120],"76.79%.":[122],"These":[123],"satisfactory":[124],"results":[125],"allow":[126],"our":[127],"to":[129],"be":[130],"used":[131],"upcoming":[133],"research.":[137]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}