{"id":"https://openalex.org/W3014655692","doi":"https://doi.org/10.1109/access.2020.2985453","title":"A Face Spoofing Detection Method Based on Domain Adaptation and Lossless Size Adaptation","display_name":"A Face Spoofing Detection Method Based on Domain Adaptation and Lossless Size Adaptation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014655692","doi":"https://doi.org/10.1109/access.2020.2985453","mag":"3014655692"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2985453","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985453","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056475.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/ielx7/6287639/8948470/09056475.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038658351","display_name":"Wenyun Sun","orcid":"https://orcid.org/0000-0002-2049-3960"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyun Sun","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2049-3960","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100770393","display_name":"Yu Song","orcid":"https://orcid.org/0000-0002-3027-3128"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Song","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3027-3128","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390092","display_name":"Haitao Zhao","orcid":"https://orcid.org/0000-0002-1415-2617"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Zhao","raw_affiliation_strings":["School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-1415-2617","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100715019","display_name":"Zhong Jin","orcid":"https://orcid.org/0000-0002-4293-0869"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Jin","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4293-0869","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"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":4.8664,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.9604096,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"66553","last_page":"66563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9957000017166138,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9869999885559082,"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":0.8472548723220825},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.723781943321228},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.712235689163208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6777887940406799},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5969190001487732},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5818741917610168},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.537834644317627},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5230249762535095},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4966960549354553},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.48483216762542725},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.45646774768829346},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3306330442428589},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.2983589768409729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8472548723220825},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.723781943321228},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.712235689163208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6777887940406799},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5969190001487732},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5818741917610168},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.537834644317627},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5230249762535095},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4966960549354553},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.48483216762542725},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.45646774768829346},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3306330442428589},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.2983589768409729},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2985453","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985453","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056475.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:b2f214558d4b430f8d1bb750dcb384c0","is_oa":true,"landing_page_url":"https://doaj.org/article/b2f214558d4b430f8d1bb750dcb384c0","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 66553-66563 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2985453","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985453","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056475.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":[],"awards":[{"id":"https://openalex.org/G405082842","display_name":null,"funder_award_id":"2018M643183","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7926303249","display_name":null,"funder_award_id":"61902250","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W174360075","https://openalex.org/W1487288055","https://openalex.org/W1501165582","https://openalex.org/W1557252109","https://openalex.org/W1565327149","https://openalex.org/W1704933117","https://openalex.org/W1731081199","https://openalex.org/W1979189411","https://openalex.org/W1982209341","https://openalex.org/W2003092530","https://openalex.org/W2004211009","https://openalex.org/W2037743333","https://openalex.org/W2081083689","https://openalex.org/W2086261219","https://openalex.org/W2106852298","https://openalex.org/W2106938474","https://openalex.org/W2107227001","https://openalex.org/W2118392996","https://openalex.org/W2118978333","https://openalex.org/W2136975665","https://openalex.org/W2145131129","https://openalex.org/W2161969291","https://openalex.org/W2174309130","https://openalex.org/W2312004824","https://openalex.org/W2341318667","https://openalex.org/W2418633638","https://openalex.org/W2597432857","https://openalex.org/W2728977829","https://openalex.org/W2767013295","https://openalex.org/W2772572641","https://openalex.org/W2776778982","https://openalex.org/W2778540638","https://openalex.org/W2780918913","https://openalex.org/W2787613668","https://openalex.org/W2790392345","https://openalex.org/W2798658180","https://openalex.org/W2807777951","https://openalex.org/W2810096225","https://openalex.org/W2885013511","https://openalex.org/W2889546627","https://openalex.org/W2908606387","https://openalex.org/W2947871268","https://openalex.org/W2952476201","https://openalex.org/W2956066883","https://openalex.org/W2963275094","https://openalex.org/W2963656031","https://openalex.org/W2964288524","https://openalex.org/W2978680233","https://openalex.org/W3005973417","https://openalex.org/W3014899294","https://openalex.org/W3046642905","https://openalex.org/W6607140492","https://openalex.org/W6633949838","https://openalex.org/W6637339757","https://openalex.org/W6637373629","https://openalex.org/W6682864246","https://openalex.org/W6684191040","https://openalex.org/W6684314024","https://openalex.org/W6686604231","https://openalex.org/W6713955831","https://openalex.org/W6725448924","https://openalex.org/W6734641860","https://openalex.org/W6763498763","https://openalex.org/W6781996489","https://openalex.org/W6793289451"],"related_works":["https://openalex.org/W2188559950","https://openalex.org/W2989910292","https://openalex.org/W2998478967","https://openalex.org/W3128793638","https://openalex.org/W2607818178","https://openalex.org/W2123299109","https://openalex.org/W2021230337","https://openalex.org/W3153057489","https://openalex.org/W2895823926","https://openalex.org/W3012240659"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,30,44],"face":[4,60,90,107],"spoofing":[5,108],"detection":[6],"method":[7],"called":[8],"the":[9,27,56,83,89,101,116,120,127,141,145,149],"Fully":[10],"Convolutional":[11],"Network":[12],"with":[13,43],"Domain":[14],"Adaptation":[15,19],"and":[16,65,100,132,138,147],"Lossless":[17],"Size":[18],"(FCN-DA-LSA)":[20],"is":[21],"proposed.":[22],"As":[23],"its":[24],"name":[25],"suggests,":[26],"FCN-DA-LSA":[28,142],"includes":[29],"lossless":[31,78],"size":[32,79],"adaptation":[33,46,69,80],"preprocessor":[34],"followed":[35],"by":[36,88],"an":[37],"FCN":[38,49],"based":[39],"pixel-level":[40],"classifier":[41,51],"embedded":[42],"domain":[45,68,129],"layer.":[47],"The":[48,67,77,93,110],"local":[50],"makes":[52],"full":[53],"use":[54],"of":[55,59,122],"basic":[57],"properties":[58],"spoof":[61,85],"distortion":[62],"namely":[63],"ubiquitous":[64],"repetitive.":[66],"(DA)":[70],"layer":[71],"improves":[72,144],"generalization":[73],"across":[74],"different":[75],"domains.":[76],"(LSA)":[81],"preserves":[82],"high-frequent":[84],"clues":[86],"caused":[87],"recapture":[91],"process.":[92],"ablation":[94],"study":[95],"shows":[96],"that":[97],"both":[98],"DA":[99],"LSA":[102],"are":[103],"necessary":[104],"for":[105,135],"high-accuracy":[106],"detection.":[109],"FCN-LSA":[111],"obtains":[112],"competitive":[113],"performance":[114,146],"among":[115],"state-of-the-art":[117],"methods.":[118,151],"With":[119],"help":[121],"small-sample":[123],"external":[124],"data":[125],"in":[126],"target":[128],"(2/50,":[130],"2/50,":[131],"1/20":[133],"subjects":[134],"CASIA-FASD,":[136],"Replay-Attack,":[137],"OULU-NPU":[139],"respectively),":[140],"further":[143],"outperforms":[148],"existing":[150]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
