{"id":"https://openalex.org/W3173236806","doi":"https://doi.org/10.1109/tbiom.2021.3089903","title":"Special Issue on Face Presentation Attack Detection","display_name":"Special Issue on Face Presentation Attack Detection","publication_year":2021,"publication_date":"2021-06-29","ids":{"openalex":"https://openalex.org/W3173236806","doi":"https://doi.org/10.1109/tbiom.2021.3089903","mag":"3173236806"},"language":"en","primary_location":{"id":"doi:10.1109/tbiom.2021.3089903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbiom.2021.3089903","pdf_url":"https://ieeexplore.ieee.org/ielx7/8423754/9467110/09467256.pdf","source":{"id":"https://openalex.org/S4210209367","display_name":"IEEE Transactions on Biometrics Behavior and Identity Science","issn_l":"2637-6407","issn":["2637-6407"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biometrics, Behavior, and Identity Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/8423754/9467110/09467256.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063979916","display_name":"Jun Wan","orcid":"https://orcid.org/0000-0002-4735-2885"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wan","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation Chinese Academy of Sciences, Beijing, China","School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038228433","display_name":"S\u00e9rgio Escalera","orcid":"https://orcid.org/0000-0003-0617-8873"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Escalera","raw_affiliation_strings":["Computer Vision Center, Universitat de Barcelona, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076464455","display_name":"Hugo Jair Escalante","orcid":"https://orcid.org/0000-0003-4603-3513"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Jair Escalante","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085022758","display_name":"Guodong Guo","orcid":"https://orcid.org/0000-0001-9583-0055"},"institutions":[{"id":"https://openalex.org/I4210129579","display_name":"National Engineering Laboratory of Deep Learning Technology and Application","ror":"https://ror.org/03z8p5796","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129579"]},{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guodong Guo","raw_affiliation_strings":["Institute of Deep Learning Baidu Research, Beijing, China","National Engineering Laboratory for Deep Learning Technology and Application, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Deep Learning Baidu Research, Beijing, China","institution_ids":["https://openalex.org/I98301712"]},{"raw_affiliation_string":"National Engineering Laboratory for Deep Learning Technology and Application, Beijing, China","institution_ids":["https://openalex.org/I4210129579"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082786719","display_name":"Stan Z. Li","orcid":"https://orcid.org/0000-0002-2961-8096"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]},{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Stan Z. Li","raw_affiliation_strings":["Center for AI Research and Innovation, Westlake University, Hangzhou, China","Faculty of Science and Technology, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for AI Research and Innovation, Westlake University, Hangzhou, China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"Faculty of Science and Technology, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7721,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70636674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"3","issue":"3","first_page":"282","last_page":"284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9886000156402588,"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":0.9886000156402588,"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":0.9351999759674072,"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":0.7208160161972046},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.6260310411453247},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.597873866558075},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5888916254043579},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5652244687080383},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5549905896186829},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5356165170669556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5172934532165527},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5146554708480835},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4802701473236084},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.410940945148468},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3906134068965912},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37718328833580017},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.22021353244781494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7208160161972046},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.6260310411453247},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.597873866558075},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5888916254043579},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5652244687080383},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5549905896186829},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5356165170669556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5172934532165527},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5146554708480835},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4802701473236084},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.410940945148468},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3906134068965912},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37718328833580017},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.22021353244781494},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tbiom.2021.3089903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbiom.2021.3089903","pdf_url":"https://ieeexplore.ieee.org/ielx7/8423754/9467110/09467256.pdf","source":{"id":"https://openalex.org/S4210209367","display_name":"IEEE Transactions on Biometrics Behavior and Identity Science","issn_l":"2637-6407","issn":["2637-6407"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biometrics, Behavior, and Identity Science","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/0b2caaa6-b0f4-414c-9cfd-9a78ddf148b2","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85122046263&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wan , J , Escalera , S , Escalante , H J , Guo , G & Li , S Z 2021 , ' Special Issue on Face Presentation Attack Detection ' , IEEE Transactions on Biometrics, Behavior, and Identity Science , vol. 3 , no. 3 , 9467256 , pp. 282-284 . https://doi.org/10.1109/TBIOM.2021.3089903","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/0b2caaa6-b0f4-414c-9cfd-9a78ddf148b2","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/0b2caaa6-b0f4-414c-9cfd-9a78ddf148b2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wan, J, Escalera, S, Escalante, H J, Guo, G & Li, S Z 2021, 'Special Issue on Face Presentation Attack Detection', IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 3, no. 3, 9467256, pp. 282-284. https://doi.org/10.1109/TBIOM.2021.3089903","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1109/tbiom.2021.3089903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbiom.2021.3089903","pdf_url":"https://ieeexplore.ieee.org/ielx7/8423754/9467110/09467256.pdf","source":{"id":"https://openalex.org/S4210209367","display_name":"IEEE Transactions on Biometrics Behavior and Identity Science","issn_l":"2637-6407","issn":["2637-6407"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biometrics, Behavior, and Identity Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3173236806.pdf","grobid_xml":"https://content.openalex.org/works/W3173236806.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2188559950","https://openalex.org/W2998478967","https://openalex.org/W2989910292","https://openalex.org/W2123299109","https://openalex.org/W3128793638","https://openalex.org/W2021230337","https://openalex.org/W4401097268","https://openalex.org/W4391805690","https://openalex.org/W3012240659","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Face":[0,6],"presentation":[1],"attack":[2],"detection,":[3],"also":[4],"termed":[5],"Anti-Spoofing":[7],"(FAS)":[8],"[item":[9],"1),":[10],"2)":[11],"in":[12,35,50,84,102],"the":[13,28,36,40,69,95,99,103],"Appendix),":[14],"is":[15],"a":[16],"hot":[17],"and":[18,31,45,52,81,86,105],"challenging":[19,63],"research":[20,108],"topic":[21],"that":[22,65],"has":[23,55],"received":[24],"much":[25],"attention":[26,67],"from":[27,68],"computer":[29],"vision":[30],"pattern":[32],"recognition":[33],"communities":[34],"past.":[37],"Owing":[38],"to":[39,75],"development":[41],"of":[42,97],"deep":[43],"learning":[44],"big":[46],"data,":[47],"recent":[48],"advances":[49],"this":[51,91],"related":[53],"fields":[54],"increased":[56],"considerably.":[57],"However,":[58],"there":[59],"are":[60],"still":[61],"several":[62],"tasks":[64],"deserve":[66],"community,":[70],"for":[71],"instance":[72],"robust":[73],"techniques":[74],"unknown":[76],"spoofing":[77],"attacks,":[78],"cross-domain":[79],"generalization,":[80],"multi-modal":[82],"fusion":[83],"images":[85],"video":[87],"sequences.":[88],"We":[89],"edited":[90],"special":[92],"issue":[93],"with":[94],"goal":[96],"compiling":[98],"latest":[100],"progress":[101],"field":[104],"identifying":[106],"promising":[107],"opportunities":[109],"on":[110],"FAS.":[111]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}