{"id":"https://openalex.org/W4308079427","doi":"https://doi.org/10.1109/icip46576.2022.9897587","title":"Feature Space Disentangling Based on Spatial Attention for Makeup Transfer","display_name":"Feature Space Disentangling Based on Spatial Attention for Makeup Transfer","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308079427","doi":"https://doi.org/10.1109/icip46576.2022.9897587"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897587","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","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/A5066117928","display_name":"Jinli Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinli Zhou","raw_affiliation_strings":["Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003775716","display_name":"Yaxiong Chen","orcid":"https://orcid.org/0000-0002-2903-6723"},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaxiong Chen","raw_affiliation_strings":["Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","Sanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China","School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"Sanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065254777","display_name":"Zhaoyang Sun","orcid":"https://orcid.org/0000-0001-5119-7091"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyang Sun","raw_affiliation_strings":["Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077476073","display_name":"Chang Zhan","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Zhan","raw_affiliation_strings":["Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369354","display_name":"Feng Liu","orcid":"https://orcid.org/0000-0003-2750-0315"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Liu","raw_affiliation_strings":["Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011707621","display_name":"Shengwu Xiong","orcid":"https://orcid.org/0000-0002-4006-7029"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengwu Xiong","raw_affiliation_strings":["Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","Sanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China","School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer and Artificial Intelligence,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"Sanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066117928"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":0.0599,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28268929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"27","issue":null,"first_page":"3006","last_page":"3010"},"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":0.9991000294685364,"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":0.9991000294685364,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.998199999332428,"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":0.9950000047683716,"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/computer-science","display_name":"Computer science","score":0.7251284718513489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6437589526176453},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.627345860004425},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5475013852119446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5111892819404602},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4927397072315216},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4781440496444702},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4727752208709717},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.43810638785362244},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32375165820121765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7251284718513489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6437589526176453},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.627345860004425},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5475013852119446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5111892819404602},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4927397072315216},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4781440496444702},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4727752208709717},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.43810638785362244},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32375165820121765},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897587","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324638","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1916003155","https://openalex.org/W2056566827","https://openalex.org/W2121293528","https://openalex.org/W2769550288","https://openalex.org/W2798600195","https://openalex.org/W2896240508","https://openalex.org/W2955636606","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963890275","https://openalex.org/W2965200717","https://openalex.org/W2989149111","https://openalex.org/W3034463304","https://openalex.org/W3035661604","https://openalex.org/W3100394409","https://openalex.org/W3159890710","https://openalex.org/W3186501579","https://openalex.org/W3205688125","https://openalex.org/W4200632246","https://openalex.org/W4320013936","https://openalex.org/W6746343928","https://openalex.org/W6765415082","https://openalex.org/W6766445712"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2142795561","https://openalex.org/W3201126466","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2379948177"],"abstract_inverted_index":{"Makeup":[0],"transfer":[1,103],"aims":[2],"at":[3],"rendering":[4],"the":[5,33,42,47,76,79,91,106,112,117,132],"makeup":[6,37,63,102,121],"style":[7],"from":[8],"a":[9,14,51,70,84],"given":[10],"reference":[11],"image":[12],"to":[13,73,89],"source":[15],"image.":[16,80],"Most":[17],"existing":[18],"works":[19],"have":[20],"achieved":[21],"promising":[22,137],"progress":[23],"by":[24,104,131],"disentangled":[25],"representation.":[26],"However,":[27],"these":[28],"methods":[29],"do":[30],"not":[31],"consider":[32],"spatial":[34,59,86,118],"distribution":[35,119],"of":[36,78,120,125],"style,":[38],"which":[39],"inevitably":[40],"change":[41],"makeup-irrelevant":[43,97,143],"regions.":[44],"To":[45],"solve":[46],"problem,":[48],"we":[49,67,82,100],"introduce":[50],"novel":[52],"feature":[53],"space":[54],"disentangling":[55],"framework":[56],"based":[57],"on":[58],"attention":[60],"mechanism":[61],"for":[62],"transfer.":[64],"In":[65],"particular,":[66],"first":[68],"utilize":[69],"single":[71],"encoder":[72],"extract":[74],"all":[75],"features":[77,93,114],"Then":[81],"propose":[83],"learnable":[85],"semantic":[87],"classifier":[88],"classify":[90],"extracted":[92],"into":[94],"makeup-specific":[95,113],"and":[96,140],"features.":[98,108],"Finally,":[99],"complete":[101],"swapping":[105],"classified":[107],"Experiments":[109],"demonstrate":[110],"that":[111,134],"precisely":[115],"signify":[116],"style.":[122],"The":[123],"superiority":[124],"our":[126],"approach":[127],"is":[128],"well":[129],"demonstrated":[130],"experiment":[133],"it":[135],"produces":[136],"visual":[138],"results":[139],"keeps":[141],"those":[142],"regions":[144],"unchanged.":[145]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
