{"id":"https://openalex.org/W2977115923","doi":"https://doi.org/10.1109/tifs.2019.2944058","title":"LVID: A Multimodal Biometrics Authentication System on Smartphones","display_name":"LVID: A Multimodal Biometrics Authentication System on Smartphones","publication_year":2019,"publication_date":"2019-09-28","ids":{"openalex":"https://openalex.org/W2977115923","doi":"https://doi.org/10.1109/tifs.2019.2944058","mag":"2977115923"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2019.2944058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2019.2944058","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-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/A5108047844","display_name":"Libing Wu","orcid":"https://orcid.org/0000-0001-9897-1953"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libing Wu","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China","State Key Laboratory of Cryptology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Cryptology, Beijing, China","institution_ids":["https://openalex.org/I4210132990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058515267","display_name":"Jingxiao Yang","orcid":"https://orcid.org/0000-0002-4811-3894"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxiao Yang","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China","State Key Laboratory of Cryptology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Cryptology, Beijing, China","institution_ids":["https://openalex.org/I4210132990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062166339","display_name":"Man Zhou","orcid":"https://orcid.org/0000-0002-1602-7369"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhou","raw_affiliation_strings":["School of Cyber Science and Engineering, Wuhan University, Wuhan, China","State Key Laboratory of Cryptology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Cryptology, Beijing, China","institution_ids":["https://openalex.org/I4210132990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015275781","display_name":"Yanjiao Chen","orcid":"https://orcid.org/0000-0002-1382-0679"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjiao Chen","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China","State Key Laboratory of Cryptology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1382-0679","affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Cryptology, Beijing, China","institution_ids":["https://openalex.org/I4210132990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391116","display_name":"Qian Wang","orcid":"https://orcid.org/0000-0002-8967-8525"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Wang","raw_affiliation_strings":["School of Cyber Science and Engineering, Wuhan University, Wuhan, China","State Key Laboratory of Cryptology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8967-8525","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Cryptology, Beijing, China","institution_ids":["https://openalex.org/I4210132990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6758,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":{"value":0.97492239,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"15","issue":null,"first_page":"1572","last_page":"1585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9998999834060669,"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/T10860","display_name":"Speech and Audio Processing","score":0.9998999834060669,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11309","display_name":"Music and Audio Processing","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8673601150512695},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.8417822122573853},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.8262113332748413},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.7470690608024597},{"id":"https://openalex.org/keywords/replay-attack","display_name":"Replay attack","score":0.5121548175811768},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41483959555625916},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38075536489486694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8673601150512695},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.8417822122573853},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8262113332748413},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.7470690608024597},{"id":"https://openalex.org/C11560541","wikidata":"https://www.wikidata.org/wiki/Q1756025","display_name":"Replay attack","level":3,"score":0.5121548175811768},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41483959555625916},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38075536489486694}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2019.2944058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2019.2944058","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1056661385","display_name":"\u5728\u7ebf\u793e\u4ea4\u7f51\u7edc\u4e2d\u65f6\u95f4\u654f\u611f\u4fe1\u606f\u7684\u9ad8\u6548\u4f20\u64ad\u7b56\u7565\u7814\u7a76","funder_award_id":"61572370","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1630195278","display_name":null,"funder_award_id":"2017AAA125","funder_id":"https://openalex.org/F4320335792","funder_display_name":"Hubei Technological Innovation Special Fund"},{"id":"https://openalex.org/G2838469879","display_name":"\u57fa\u4e8e\u533a\u5757\u94fe\u7684\u6570\u636e\u9690\u85cf\u4f20\u8f93\u673a\u5236\u7814\u7a76","funder_award_id":"61972296","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3371617097","display_name":null,"funder_award_id":"2017CFA007","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G4201753823","display_name":"\u8f66\u8054\u7f51\u73af\u5883\u4e0b\u57fa\u4e8e5G\u548c\u4e91\u5e73\u53f0\u7684\u667a\u80fd\u4ea4\u901a\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61772377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4399944000","display_name":null,"funder_award_id":"JCYJ20170818112550194","funder_id":"https://openalex.org/F4320335966","funder_display_name":"Science and Technology Planning Project of Shenzhen Municipality"},{"id":"https://openalex.org/G546264426","display_name":null,"funder_award_id":"U1636219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6441736759","display_name":"\u57fa\u4e8e\u62cd\u5356\u6a21\u578b\u7684\u52a8\u6001\u9891\u8c31\u5206\u914d\u4e2d\u7684\u7528\u6237\u9690\u79c1\u4fdd\u62a4\u673a\u5236","funder_award_id":"61702380","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7711705859","display_name":null,"funder_award_id":"61822207","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/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335792","display_name":"Hubei Technological Innovation Special Fund","ror":null},{"id":"https://openalex.org/F4320335966","display_name":"Science and Technology Planning Project of Shenzhen Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W621767406","https://openalex.org/W1602485673","https://openalex.org/W1605152703","https://openalex.org/W1664547674","https://openalex.org/W1977687024","https://openalex.org/W1981446961","https://openalex.org/W2068723942","https://openalex.org/W2109135012","https://openalex.org/W2112217602","https://openalex.org/W2121973264","https://openalex.org/W2123299109","https://openalex.org/W2129120544","https://openalex.org/W2144404214","https://openalex.org/W2144513380","https://openalex.org/W2145287260","https://openalex.org/W2153200718","https://openalex.org/W2159807321","https://openalex.org/W2165880886","https://openalex.org/W2524232494","https://openalex.org/W2525860450","https://openalex.org/W2536166232","https://openalex.org/W2548928501","https://openalex.org/W2622169055","https://openalex.org/W2735454016","https://openalex.org/W2745896134","https://openalex.org/W2764166175","https://openalex.org/W2765636281","https://openalex.org/W2789322824","https://openalex.org/W2791862028","https://openalex.org/W2795038031","https://openalex.org/W2806247261","https://openalex.org/W2809536883","https://openalex.org/W2890915954","https://openalex.org/W2896657487","https://openalex.org/W2911233953","https://openalex.org/W2920790154","https://openalex.org/W2941750187","https://openalex.org/W3101731393","https://openalex.org/W6635966985","https://openalex.org/W6728050117"],"related_works":["https://openalex.org/W2794664665","https://openalex.org/W3007059209","https://openalex.org/W4220832730","https://openalex.org/W1688416049","https://openalex.org/W4312120756","https://openalex.org/W2972017669","https://openalex.org/W2783658022","https://openalex.org/W4288120931","https://openalex.org/W4313224733","https://openalex.org/W2624476901"],"abstract_inverted_index":{"Voice":[0,50],"authentication":[1,15,38,51,69,94],"is":[2,150,199,210],"becoming":[3],"increasingly":[4],"popular,":[5],"which":[6,98],"offers":[7],"potential":[8],"benefits":[9],"over":[10],"knowledge":[11],"and":[12,58,73,80,88,113,128,137,165,190,209],"possession":[13],"based":[14,40],"methods.":[16],"Meanwhile,":[17],"the":[18,35,77,100,103,108,122,132,144,193],"unique":[19],"features":[20,139],"of":[21,102,110,192],"lip":[22,45,111],"movements":[23,46,68,112],"during":[24],"speaking":[25],"have":[26,47],"been":[27],"proved":[28],"to":[29,55,76,212],"be":[30,196],"useful":[31],"for":[32,147,187],"authentication.":[33,148],"However,":[34],"unimodal":[36],"biometric":[37],"systems":[39,52,70,105],"on":[41,96,126,172],"either":[42],"voice":[43],"or":[44],"certain":[48],"limitations.":[49],"are":[53,71,74,140,169],"prone":[54],"spoofing":[56],"attacks":[57,194],"suffer":[59],"from":[60,143],"serious":[61],"performance":[62],"degradation":[63],"in":[64],"noisy":[65],"environments.":[66],"Lip":[67],"unstable":[72],"sensitive":[75],"user's":[78],"physical":[79],"psychological":[81],"conditions.":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"propose":[87],"implement":[89],"LVID,":[90],"a":[91,163,166],"multimodal":[92],"biometrics":[93,120],"system":[95],"smartphones,":[97],"resolves":[99],"defects":[101],"original":[104],"by":[106],"combining":[107],"advantages":[109],"voice.":[114],"LVID":[115,149,182,203],"simultaneously":[116],"captures":[117],"these":[118],"two":[119],"with":[121,177,206],"built-in":[123],"audio":[124],"devices":[125],"smartphones":[127,208],"fuses":[129],"them":[130],"at":[131],"data":[133,146],"level.":[134],"The":[135],"reliable":[136],"effective":[138],"then":[141],"extracted":[142],"fused":[145],"practical":[151],"as":[152],"it":[153],"requires":[154],"neither":[155],"cumbersome":[156],"operations":[157],"nor":[158],"additional":[159],"hardwares":[160],"but":[161],"only":[162],"speaker":[164],"microphone":[167],"that":[168,181,202],"commonly":[170],"available":[171],"smartphones.":[173],"Our":[174],"experimental":[175],"results":[176],"104":[178],"participants":[179],"show":[180],"can":[183,195],"achieve":[184],"95%":[185],"accuracy":[186],"user":[188],"authentication,":[189],"93.47%":[191],"detected.":[197],"It":[198],"also":[200],"verified":[201],"works":[204],"well":[205],"different":[207,213],"robust":[211],"smartphone":[214],"positions.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
