{"id":"https://openalex.org/W4392411863","doi":"https://doi.org/10.1109/ijcb57857.2023.10448552","title":"COLFIPAD: A Presentation Attack Detection Benchmark for Contactless Fingerprint Recognition","display_name":"COLFIPAD: A Presentation Attack Detection Benchmark for Contactless Fingerprint Recognition","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4392411863","doi":"https://doi.org/10.1109/ijcb57857.2023.10448552"},"language":"en","primary_location":{"id":"doi:10.1109/ijcb57857.2023.10448552","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcb57857.2023.10448552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Joint Conference on Biometrics (IJCB)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5021161307","display_name":"Jannis Priesnitz","orcid":"https://orcid.org/0000-0002-0985-7735"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jannis Priesnitz","raw_affiliation_strings":["Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061163098","display_name":"Jascha Kolberg","orcid":"https://orcid.org/0000-0002-3128-8049"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jascha Kolberg","raw_affiliation_strings":["Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001243903","display_name":"Meiling Fang","orcid":"https://orcid.org/0000-0002-3058-2553"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Meiling Fang","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD,Germany","Fraunhofer Institute for Computer Graphics Research IGD, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD,Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060887017","display_name":"Akhila Madhu","orcid":null},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Akhila Madhu","raw_affiliation_strings":["Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087866084","display_name":"Christian Rathgeb","orcid":"https://orcid.org/0000-0003-1901-9468"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Rathgeb","raw_affiliation_strings":["Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059766088","display_name":"Naser Damer","orcid":"https://orcid.org/0000-0001-7910-7895"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Naser Damer","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD,Germany","Fraunhofer Institute for Computer Graphics Research IGD, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD,Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017716310","display_name":"Christoph Busch","orcid":"https://orcid.org/0000-0002-9159-2923"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Busch","raw_affiliation_strings":["Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule,da/sec &#x2013; Biometrics and Security Research Group,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","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/T10828","display_name":"Biometric Identification and Security","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/T12034","display_name":"Digital and Cyber Forensics","score":0.9969000220298767,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9958999752998352,"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/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.7453171014785767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7445079684257507},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.7374686598777771},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6518672704696655},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.5818971991539001},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4729473292827606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45353129506111145},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.41852909326553345},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41414016485214233},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3394855856895447},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09013998508453369}],"concepts":[{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.7453171014785767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7445079684257507},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.7374686598777771},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6518672704696655},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5818971991539001},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4729473292827606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45353129506111145},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.41852909326553345},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41414016485214233},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3394855856895447},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09013998508453369},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcb57857.2023.10448552","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcb57857.2023.10448552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Joint Conference on Biometrics (IJCB)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/463908","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/463908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321147","display_name":"Ministry of Higher Education","ror":"https://ror.org/0512bh102"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1986702455","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2210638116","https://openalex.org/W2325939864","https://openalex.org/W2563686859","https://openalex.org/W2787293095","https://openalex.org/W2794300737","https://openalex.org/W2902576802","https://openalex.org/W2911634291","https://openalex.org/W2943861836","https://openalex.org/W2963163009","https://openalex.org/W3005973417","https://openalex.org/W3033290794","https://openalex.org/W3124659424","https://openalex.org/W3132042286","https://openalex.org/W3139213012","https://openalex.org/W3141355850","https://openalex.org/W3180930282","https://openalex.org/W3184716035","https://openalex.org/W3193843798","https://openalex.org/W3199885658","https://openalex.org/W3207034137","https://openalex.org/W3208614786","https://openalex.org/W4206015134","https://openalex.org/W4206338407","https://openalex.org/W4297775537","https://openalex.org/W4307437184","https://openalex.org/W4308694742","https://openalex.org/W4319336184","https://openalex.org/W4321609487","https://openalex.org/W4321609502","https://openalex.org/W4376460968","https://openalex.org/W4382053244","https://openalex.org/W6633500171","https://openalex.org/W6637373629","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W4233349824","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/W4200422973"],"abstract_inverted_index":{"Contactless":[0],"fingerprint":[1,67],"recognition":[2],"is":[3],"an":[4],"emerging":[5],"biometric":[6,35,81,179],"technology":[7],"and":[8,37,73,99,116,149,164,207,214],"Presentation":[9,53,136,144],"Attack":[10,135],"Detection":[11,151],"(PAD)":[12],"methods":[13,45,64,77],"are":[14,196],"crucial":[15],"to":[16,51,121,126],"preserve":[17],"system":[18],"security.":[19],"Convolutional":[20],"Neural":[21],"Networks":[22],"(CNNs)":[23],"represent":[24],"the":[25,88,96,103,123,134,150,159,192,198,211],"state-of":[26],"the-art":[27],"of":[28,102,217,222],"PAD":[29,44,63,76,175,194],"algorithms":[30,176,195],"for":[31,65,79,167,177],"many":[32],"contactless":[33,66,186],"captured":[34],"characteristics":[36,180],"various":[38,80],"research":[39],"groups":[40],"proposed":[41],"specialized":[42],"CNN-based":[43,62],"or":[46],"used":[47],"general":[48,70],"purpose":[49,71],"CNNs":[50],"detect":[52,183],"Attacks":[54],"(PAs).":[55],"In":[56],"this":[57],"work,":[58],"we":[59,86,157],"compare":[60],"nine":[61],"PAD:":[68],"five":[69],"algorithms,":[72],"four":[74,117],"dedicated":[75],"designed":[78],"characteristics.":[82],"To":[83],"achieve":[84],"this,":[85],"combine":[87],"COLFISPOOF":[89],"database":[90,98],"with":[91],"three":[92],"bona":[93],"fide":[94,143],"databases:":[95],"HDA":[97],"both":[100],"versions":[101],"ISPFD":[104],"database.":[105],"We":[106],"set":[107],"up":[108],"our":[109],"experiments":[110],"using":[111,133],"a":[112,203,215,220],"baseline":[113],"evaluation":[114],"protocol":[115],"Leave-One-Out":[118],"(LOO)":[119],"protocols,":[120],"benchmark":[122],"generalization":[124],"capabilities":[125],"unseen":[127],"data.":[128],"The":[129],"results":[130,161,171],"reported":[131],"by":[132],"Classification":[137,145],"Error":[138,146,153],"Rate":[139,147,154],"(APCER)":[140],"vs.":[141],"Bona":[142],"(BPCER)":[148],"Equal":[152],"(D-EER).":[155],"Further,":[156],"discuss":[158],"achieved":[160],"in":[162],"detail":[163],"give":[165],"recommendations":[166],"real-world":[168],"implementations.":[169],"Our":[170],"show":[172],"that":[173],"established":[174],"other":[178],"can":[181],"accurately":[182],"PAs":[184],"on":[185,210],"fingerprints.":[187],"While":[188],"strong":[189],"deviations":[190],"between":[191,205],"considered":[193],"observed,":[197],"best":[199],"performing":[200],"method":[201],"shows":[202],"D-EER":[204],"0.01%":[206],"0.08%":[208],"(depending":[209],"LOO":[212],"partition)":[213],"APCER":[216],"0.00%":[218],"at":[219],"BPCER":[221],"1.00%.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
