{"id":"https://openalex.org/W4409916807","doi":"https://doi.org/10.1109/tim.2025.3565107","title":"OCT Fingerprint Presentation Attack Detection Based on Dual-Branch Reconstruction Differences","display_name":"OCT Fingerprint Presentation Attack Detection Based on Dual-Branch Reconstruction Differences","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409916807","doi":"https://doi.org/10.1109/tim.2025.3565107"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3565107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3565107","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5100439428","display_name":"Haixia Wang","orcid":"https://orcid.org/0000-0002-2378-2725"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haixia Wang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2378-2725","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101186742","display_name":"Kun Xiao","orcid":"https://orcid.org/0009-0007-5433-7986"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Xiao","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0007-5433-7986","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111810449","display_name":"Chengfang Zhu","orcid":"https://orcid.org/0009-0003-9735-6424"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengfang Zhu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-9735-6424","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001531117","display_name":"Ronghua Liang","orcid":"https://orcid.org/0000-0003-2077-9608"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghua Liang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2077-9608","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618240","display_name":"Yilong Zhang","orcid":"https://orcid.org/0000-0002-1510-5097"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilong Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1510-5097","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100659434","display_name":"Peng Chen","orcid":"https://orcid.org/0000-0001-6122-0574"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6122-0574","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051392113","display_name":"Yipeng Liu","orcid":"https://orcid.org/0000-0001-8658-5764"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yipeng Liu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8658-5764","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046836420","display_name":"Rui Yan","orcid":"https://orcid.org/0000-0003-0048-3092"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Yan","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0048-3092","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100439428"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":2.5506,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88332565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9710999727249146,"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":0.9710999727249146,"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/fingerprint","display_name":"Fingerprint (computing)","score":0.6537249088287354},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6116259694099426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5872324705123901},{"id":"https://openalex.org/keywords/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.45711469650268555},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.4159157872200012},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3826186954975128}],"concepts":[{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.6537249088287354},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6116259694099426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5872324705123901},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.45711469650268555},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4159157872200012},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3826186954975128},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3565107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3565107","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2903071488","display_name":null,"funder_award_id":"LR24F030003","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7314907789","display_name":null,"funder_award_id":"62076220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7850665711","display_name":null,"funder_award_id":"62276236","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8087274246","display_name":null,"funder_award_id":"62376250","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/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1558778037","https://openalex.org/W1586405805","https://openalex.org/W2056370875","https://openalex.org/W2093177814","https://openalex.org/W2114404950","https://openalex.org/W2136132422","https://openalex.org/W2141014056","https://openalex.org/W2154691736","https://openalex.org/W2170505850","https://openalex.org/W2296719434","https://openalex.org/W2343576726","https://openalex.org/W2418802570","https://openalex.org/W2575969892","https://openalex.org/W2902224628","https://openalex.org/W2930327626","https://openalex.org/W2962858109","https://openalex.org/W2987228832","https://openalex.org/W3017850177","https://openalex.org/W3035240825","https://openalex.org/W3049644255","https://openalex.org/W3124659424","https://openalex.org/W3160074056","https://openalex.org/W3166166117","https://openalex.org/W3186300274","https://openalex.org/W3196613895","https://openalex.org/W3202590754","https://openalex.org/W3207605004","https://openalex.org/W4214694907","https://openalex.org/W4311412720","https://openalex.org/W4313190347","https://openalex.org/W4320476215","https://openalex.org/W4379116600","https://openalex.org/W4383503611","https://openalex.org/W4384070719","https://openalex.org/W4384161760","https://openalex.org/W4385070486","https://openalex.org/W4386696910","https://openalex.org/W4386866359","https://openalex.org/W4389104660","https://openalex.org/W4390848180","https://openalex.org/W4402716302","https://openalex.org/W4404238682","https://openalex.org/W6602002561","https://openalex.org/W6695218633","https://openalex.org/W6752554887","https://openalex.org/W6766200662","https://openalex.org/W6795140394"],"related_works":["https://openalex.org/W3014822659","https://openalex.org/W2117826006","https://openalex.org/W1621827506","https://openalex.org/W4362496757","https://openalex.org/W2051501574","https://openalex.org/W2124627279","https://openalex.org/W2050967184","https://openalex.org/W2566091814","https://openalex.org/W2114937328","https://openalex.org/W2148654711"],"abstract_inverted_index":{"The":[0,142,156,218,257,267],"emergence":[1],"of":[2,43,75,145,193,229,234,280],"Optical":[3],"Coherence":[4],"Tomography":[5],"(OCT)":[6],"as":[7],"a":[8,55,69,127],"non-invasive":[9],"imaging":[10],"technique":[11],"has":[12],"advanced":[13],"research":[14],"in":[15,99,187,215,232,278],"automated":[16],"fingerprint":[17,26],"recognition":[18],"systems":[19],"(AFRS).":[20],"Several":[21],"methods":[22],"leveraging":[23],"OCT":[24],"for":[25,65,137,185,246],"presentation":[27,51,132],"attack":[28,133],"detection":[29,118,134],"(PAD)":[30],"have":[31],"been":[32],"proposed,":[33],"offering":[34],"promising":[35],"solutions":[36],"to":[37,71,162,167,181,207],"enhance":[38,163],"the":[39,73,76,87,91,149,153,164,196,200,226,243,263,271,275,293,298],"security":[40],"and":[41,90,107,152,199,236,255,283,288,301],"reliability":[42],"biometric":[44],"authentication":[45],"systems.":[46],"However,":[47],"effectively":[48,241,296],"detecting":[49],"unknown":[50,81],"attacks":[52],"(PAs)":[53],"remains":[54],"challenging":[56],"issue.":[57],"Reconstruction-based":[58],"strategy":[59],"that":[60,270,292],"requires":[61],"only":[62],"bonafide":[63],"data":[64,77],"training":[66,189],"could":[67],"be":[68],"solution":[70],"address":[72],"issue":[74],"dependency.":[78],"It":[79],"detects":[80],"PAs":[82],"by":[83,140,213,248,306],"computing":[84],"differences":[85,103,228,304],"between":[86,253],"input":[88],"image":[89,216],"reconstructed":[92],"image.":[93],"Nevertheless,":[94],"two":[95,146,230],"key":[96],"challenges":[97],"presented":[98],"reconstruction-based":[100],"PAD:":[101],"style":[102,201,303],"introduced":[104,180,212],"during":[105],"reconstruction":[106,109,130,227,299],"inadequate":[108],"performance":[110,277],"when":[111],"dealing":[112],"with":[113],"PA":[114],"samples,":[115],"which":[116],"affect":[117],"performance.":[119],"To":[120],"tackle":[121],"these":[122],"issues,":[123],"this":[124],"study":[125],"proposed":[126,258,272],"novel":[128],"dual-branch":[129,294],"differences-based":[131],"(RePAD)":[135],"method":[136,143,259],"fingerprints":[138],"captured":[139],"OCT.":[141],"consists":[144],"distinct":[147],"branches:":[148],"Recovery":[150,157],"branch":[151,158,198],"Equality":[154,197],"branch.":[155],"is":[159,178,221],"specifically":[160],"designed":[161],"network\u2019s":[165],"ability":[166,300],"reconstruct":[168],"any":[169,191,209],"inputs":[170],"into":[171],"bonafide-like":[172],"images.":[173],"A":[174],"simulated":[175],"anomaly":[176],"module":[177],"further":[179],"generate":[182],"abnormal":[183],"images":[184],"participation":[186],"network":[188],"without":[190],"pre-knowledge":[192],"PAs.":[194,256],"Meanwhile,":[195],"difference":[202],"loss":[203],"function":[204],"work":[205],"together":[206],"eliminate":[208],"potential":[210],"bias":[211],"variations":[214],"style.":[217],"anti-spoofing":[219],"score":[220],"then":[222],"calculated":[223],"based":[224],"on":[225],"branches":[231],"terms":[233,279],"B-scan-wise":[235,282],"instance-wise.":[237],"This":[238],"architecture":[239],"can":[240],"expand":[242],"decision":[244],"boundary":[245],"PAD":[247],"enabling":[249],"more":[250],"robust":[251],"differentiation":[252],"bonafides":[254],"was":[260],"evaluated":[261],"using":[262],"ZJUT-EIFD":[264],"public":[265],"dataset.":[266],"results":[268],"demonstrate":[269],"approach":[273],"achieves":[274],"best":[276],"both":[281],"instance-wise":[284],"PAD.":[285],"Comparative":[286],"analysis":[287],"ablation":[289],"experiments":[290],"reveal":[291],"structure":[295],"enhances":[297],"mitigates":[302],"caused":[305],"reconstruction.":[307]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}