{"id":"https://openalex.org/W3008290583","doi":"https://doi.org/10.1109/access.2020.2976207","title":"Unpaired Domain Transfer for Data Augment in Face Recognition","display_name":"Unpaired Domain Transfer for Data Augment in Face Recognition","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3008290583","doi":"https://doi.org/10.1109/access.2020.2976207","mag":"3008290583"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2976207","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2976207","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09007715.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09007715.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100751805","display_name":"Jinjin Liu","orcid":"https://orcid.org/0000-0001-7251-0614"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjin Liu","raw_affiliation_strings":["School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7251-0614","affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079806877","display_name":"Qingbao Li","orcid":"https://orcid.org/0000-0001-8712-3887"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qingbao Li","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8712-3887","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405765","display_name":"Ping Zhang","orcid":"https://orcid.org/0000-0001-5064-2624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ping Zhang","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5064-2624","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783894","display_name":"Guimin Zhang","orcid":"https://orcid.org/0000-0002-7782-6543"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guimin Zhang","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7782-6543","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100347820","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0002-9981-0454"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9981-0454","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6708,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.70410375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"39349","last_page":"39360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9998000264167786,"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/T11448","display_name":"Face recognition and analysis","score":0.9998000264167786,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9969000220298767,"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":0.9933000206947327,"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":0.8336687088012695},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7278286814689636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6388306617736816},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6168172955513},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5217674374580383},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5212371945381165},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.46372339129447937},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4598785936832428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4379115402698517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.059855371713638306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8336687088012695},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7278286814689636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6388306617736816},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6168172955513},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5217674374580383},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5212371945381165},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.46372339129447937},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4598785936832428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4379115402698517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.059855371713638306},{"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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2976207","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2976207","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09007715.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3aaa2a64fb9944bcb88f53fdc2aaf515","is_oa":true,"landing_page_url":"https://doaj.org/article/3aaa2a64fb9944bcb88f53fdc2aaf515","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 39349-39360 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2976207","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2976207","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09007715.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3008290583.pdf","grobid_xml":"https://content.openalex.org/works/W3008290583.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1509966554","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2096733369","https://openalex.org/W2125389028","https://openalex.org/W2173520492","https://openalex.org/W2292976057","https://openalex.org/W2298992465","https://openalex.org/W2339754110","https://openalex.org/W2405756170","https://openalex.org/W2519536754","https://openalex.org/W2520774990","https://openalex.org/W2546938941","https://openalex.org/W2771558241","https://openalex.org/W2799209711","https://openalex.org/W2884066303","https://openalex.org/W2951939904","https://openalex.org/W2962690307","https://openalex.org/W2962793481","https://openalex.org/W2963047834","https://openalex.org/W2963073614","https://openalex.org/W2963444790","https://openalex.org/W2963470893","https://openalex.org/W2963567641","https://openalex.org/W2963684088","https://openalex.org/W2963784072","https://openalex.org/W3099206234","https://openalex.org/W4297772798","https://openalex.org/W4320013936","https://openalex.org/W6630649318","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6678815747","https://openalex.org/W6685352114","https://openalex.org/W6691096134","https://openalex.org/W6713645886","https://openalex.org/W6720691552","https://openalex.org/W6726946684","https://openalex.org/W6727340567","https://openalex.org/W6729383884","https://openalex.org/W6735204497","https://openalex.org/W6747189602"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W4405541655","https://openalex.org/W4386828785","https://openalex.org/W3165580226","https://openalex.org/W2961085424","https://openalex.org/W3135401135","https://openalex.org/W2886688859","https://openalex.org/W3133164560","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Face":[0],"recognition":[1,19,25,41,166],"is":[2,128,168],"one":[3],"of":[4,11,98,133,160],"the":[5,9,28,39,66,81,86,96,104,107,123,144,156,165],"hottest":[6],"issues":[7],"in":[8,43],"field":[10],"computer":[12],"vision":[13],"and":[14,60,110,139,148,158,174],"pattern":[15],"recognition.":[16],"Deep":[17],"learning-based":[18],"models":[20],"already":[21],"have":[22],"more":[23],"exceptional":[24],"ability":[26],"than":[27],"human":[29,47],"being":[30],"on":[31],"open":[32],"datasets,":[33],"but":[34],"still":[35],"cannot":[36],"fully":[37],"undertake":[38],"identity":[40,137],"task":[42],"real":[44],"scenarios":[45],"without":[46],"assistance.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52],"mainly":[53],"analyze":[54],"two":[55,77],"obstacles,":[56],"i.e.,":[57],"domain":[58,87,101,109,146,172],"gap":[59,88],"training":[61],"data":[62,149,175],"shortage.":[63],"We":[64,79,151],"propose":[65],"unpaired":[67],"Domain":[68],"Transfer":[69],"Generative":[70],"Adversarial":[71],"Network":[72],"(DT-GAN)":[73],"to":[74,84,95,154],"relieve":[75],"these":[76],"obstacles.":[78],"improve":[80],"GAN":[82],"baseline":[83],"bridge":[85],"among":[89],"datasets":[90],"by":[91,102],"generating":[92],"images":[93],"conforming":[94],"style":[97,134],"a":[99,131],"target":[100,111],"learning":[103],"mapping":[105],"between":[106],"source":[108],"domain.":[112],"The":[113,126],"generator":[114],"could":[115],"synthesize":[116],"face":[117],"with":[118,130],"an":[119],"arbitrary":[120],"viewpoint":[121],"at":[122],"same":[124],"time.":[125],"model":[127],"trained":[129],"combination":[132],"transfer":[135,147,173],"loss,":[136,138,141],"pose":[140],"which":[142],"ensures":[143],"successive":[145],"augment.":[150,176],"conduct":[152],"experiments":[153],"testify":[155],"effectiveness":[157],"reasonability":[159],"DT-GAN.":[161],"Experimental":[162],"results":[163],"demonstrate":[164],"performance":[167],"dramatically":[169],"boosted":[170],"after":[171]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}