{"id":"https://openalex.org/W4399118314","doi":"https://doi.org/10.1007/s00371-024-03468-2","title":"Personalized hairstyle and hair color editing based on multi-feature fusion","display_name":"Personalized hairstyle and hair color editing based on multi-feature fusion","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4399118314","doi":"https://doi.org/10.1007/s00371-024-03468-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-024-03468-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00371-024-03468-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00371-024-03468-2.pdf","source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","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/s00371-024-03468-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101856484","display_name":"Jiayi Xu","orcid":"https://orcid.org/0000-0002-5775-3498"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Xu","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062302579","display_name":"Chenming Zhang","orcid":"https://orcid.org/0000-0003-1426-0092"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenming Zhang","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102108126","display_name":"Weikang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weikang Zhu","raw_affiliation_strings":["China Mobile(Hangzhou) Information Technology Co.,Ltd., Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile(Hangzhou) Information Technology Co.,Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081554265","display_name":"Hongbin Zhang","orcid":"https://orcid.org/0000-0002-8375-0039"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Zhang","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361415","display_name":"Li Li","orcid":"https://orcid.org/0000-0003-4818-8770"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101358333","display_name":"Xiaoyang Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Xiaoyang Mao","raw_affiliation_strings":["University of Yamanashi, Yamanashi, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Yamanashi, Yamanashi, Japan","institution_ids":["https://openalex.org/I66906201"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101358333"],"corresponding_institution_ids":["https://openalex.org/I66906201"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.6731,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68431834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"40","issue":"7","first_page":"4751","last_page":"4763"},"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":0.9749000072479248,"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":0.9749000072479248,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9574999809265137,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9369999766349792,"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/feature","display_name":"Feature (linguistics)","score":0.6304047703742981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5331503748893738},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.45931413769721985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41891491413116455},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37766194343566895}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6304047703742981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5331503748893738},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.45931413769721985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41891491413116455},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37766194343566895},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-024-03468-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00371-024-03468-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00371-024-03468-2.pdf","source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00371-024-03468-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00371-024-03468-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00371-024-03468-2.pdf","source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F5309249607","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399118314.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2888728082","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963626105","https://openalex.org/W2963800363","https://openalex.org/W2969985801","https://openalex.org/W3026885507","https://openalex.org/W3034521057","https://openalex.org/W3034552520","https://openalex.org/W3035574324","https://openalex.org/W3035693354","https://openalex.org/W3048765086","https://openalex.org/W3094954720","https://openalex.org/W3135367836","https://openalex.org/W3175035459","https://openalex.org/W3178406257","https://openalex.org/W3196904463","https://openalex.org/W4200481419","https://openalex.org/W4200559159","https://openalex.org/W4214926101","https://openalex.org/W4312283676","https://openalex.org/W4312568240","https://openalex.org/W6600210776","https://openalex.org/W6608993855"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Abstract":[0],"In":[1,77],"the":[2,28,43,49,63,104,107,140,148,172,178,187,190,200,233],"metaverse":[3],"era,":[4],"virtual":[5],"design":[6,17],"of":[7,30,42,106,119,127,189],"hairstyle":[8,88,164,179],"becomes":[9],"very":[10],"popular":[11],"for":[12],"personalized":[13,216],"aesthetics.":[14],"As":[15],"hair":[16,23,51,83,166,185,210,227,234],"tasks":[18],"can":[19,175,194],"be":[20],"decomposed":[21],"into":[22,124],"attribute":[24],"editing":[25],"and":[26,65,95,111,121,130,165,183,193,207,226],"generation,":[27],"development":[29],"generative":[31],"adversarial":[32],"networks":[33],"(GANs)":[34],"has":[35],"significantly":[36],"prompted":[37],"its":[38],"development.":[39],"The":[40],"majority":[41],"existing":[44],"algorithms":[45,70],"focus":[46],"on":[47],"transferring":[48,232],"overall":[50],"region":[52],"from":[53,90,98],"one":[54],"face":[55,93,101,109,160],"to":[56,158,215],"another,":[57],"which":[58],"ignore":[59],"fine":[60,131],"control":[61],"over":[62],"color":[64,96,225],"geometric":[66],"features.":[67],"Furthermore,":[68],"these":[69],"may":[71],"result":[72],"in":[73,139,199],"unnatural":[74],"generation":[75],"results.":[76],"this":[78],"paper,":[79],"we":[80],"propose":[81],"a":[82,91,99,117,155],"modification":[84],"framework":[85],"that":[86,171,213],"learns":[87],"information":[89,97],"reference":[92,112,191],"mask":[94],"guidance":[100],"image.":[102],"Firstly,":[103],"features":[105,222],"input":[108],"image":[110],"images":[113,161],"are":[114,137,218,229],"extracted":[115],"through":[116,154],"group":[118],"encoders,":[120],"then":[122],"divided":[123],"feature":[125,135,150],"vectors":[126,136],"coarse,":[128],"medium,":[129],"levels.":[132],"Secondly,":[133],"multi-level":[134],"fused":[138,149],"latent":[141],"space":[142],"using":[143],"attention-based":[144],"modulation":[145],"modules.":[146],"Finally,":[147],"vector":[151],"is":[152],"passed":[153],"StyleGAN":[156],"generator":[157],"generate":[159],"with":[162],"specified":[163],"color.":[167,235],"Experimental":[168],"results":[169],"show":[170],"proposed":[173],"method":[174],"finely":[176],"simulate":[177],"transition":[180],"between":[181],"long":[182],"short":[184],"under":[186],"constraint":[188],"mask,":[192],"produce":[195],"realistic":[196],"fusion":[197],"effects":[198,212],"hair-covered":[201],"regions,":[202],"such":[203],"as":[204,220],"ears,":[205],"neck,":[206],"forehead.":[208],"Various":[209],"dyeing":[211],"adapt":[214],"characteristics":[217],"demonstrated,":[219],"facial":[221],"including":[223],"skin":[224],"texture":[228],"preserved":[230],"when":[231]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
