{"id":"https://openalex.org/W4402435345","doi":"https://doi.org/10.1109/access.2024.3458908","title":"Attention Map Is All We Need for Lightweight Fingerprint Liveness Detection","display_name":"Attention Map Is All We Need for Lightweight Fingerprint Liveness Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402435345","doi":"https://doi.org/10.1109/access.2024.3458908"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3458908","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3458908","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/access.2024.3458908","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118597424","display_name":"Hyun Jun Yook","orcid":"https://orcid.org/0009-0000-6860-0123"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Jun Yook","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0000-6860-0123","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008152841","display_name":"Pyo Min Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Pyo Min Hong","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0003-8138-798X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106555898","display_name":"So Hyun Kang","orcid":"https://orcid.org/0009-0003-6463-9911"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"So Hyun Kang","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0003-6463-9911","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107125642","display_name":"Ga San Jhun","orcid":null},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ga San Jhun","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0005-8103-6025","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102607968","display_name":"Jae Eun Seo","orcid":null},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae Eun Seo","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0000-8669-8371","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083293918","display_name":"Youn Kyu Lee","orcid":"https://orcid.org/0000-0002-4569-2640"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youn Kyu Lee","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-4569-2640","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I94588446"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7968,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86054025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"130031","last_page":"130041"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9830999970436096,"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":0.9830999970436096,"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/T13192","display_name":"Forensic Fingerprint Detection Methods","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/liveness","display_name":"Liveness","score":0.9250138401985168},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.7602064609527588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7249845266342163},{"id":"https://openalex.org/keywords/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.4704410433769226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4424094557762146},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37839245796203613},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3219505250453949},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.07955572009086609}],"concepts":[{"id":"https://openalex.org/C15569618","wikidata":"https://www.wikidata.org/wiki/Q3561421","display_name":"Liveness","level":2,"score":0.9250138401985168},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.7602064609527588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7249845266342163},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.4704410433769226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4424094557762146},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37839245796203613},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3219505250453949},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.07955572009086609}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3458908","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3458908","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2ce8b0100cb941a28b4881122566a848","is_oa":true,"landing_page_url":"https://doaj.org/article/2ce8b0100cb941a28b4881122566a848","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 12, Pp 130031-130041 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3458908","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3458908","pdf_url":null,"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":null,"license_id":null,"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/G5136051803","display_name":null,"funder_award_id":"RS-2022-00165648","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W118835214","https://openalex.org/W1586706155","https://openalex.org/W1932847118","https://openalex.org/W1992245639","https://openalex.org/W2090826149","https://openalex.org/W2112479763","https://openalex.org/W2130258210","https://openalex.org/W2194775991","https://openalex.org/W2215622264","https://openalex.org/W2304245051","https://openalex.org/W2739601332","https://openalex.org/W2765811365","https://openalex.org/W2787714893","https://openalex.org/W2792557137","https://openalex.org/W2946794439","https://openalex.org/W2949189996","https://openalex.org/W2956767096","https://openalex.org/W2962770929","https://openalex.org/W2970752219","https://openalex.org/W2975485695","https://openalex.org/W3005991297","https://openalex.org/W3016862273","https://openalex.org/W3023066750","https://openalex.org/W3024829720","https://openalex.org/W3043256287","https://openalex.org/W3090821324","https://openalex.org/W3120612975","https://openalex.org/W3126279905","https://openalex.org/W3127751679","https://openalex.org/W3192598395","https://openalex.org/W3193052805","https://openalex.org/W3195438473","https://openalex.org/W3212604410","https://openalex.org/W4206706211","https://openalex.org/W4210531071","https://openalex.org/W4213019189","https://openalex.org/W4214893857","https://openalex.org/W4291000701","https://openalex.org/W4306362600","https://openalex.org/W4310007162","https://openalex.org/W4310007307","https://openalex.org/W4312290555","https://openalex.org/W4312752593","https://openalex.org/W4313021454","https://openalex.org/W4313313225","https://openalex.org/W4321609487","https://openalex.org/W4379382445","https://openalex.org/W4385245566","https://openalex.org/W4385338942","https://openalex.org/W4385461365","https://openalex.org/W4386869644","https://openalex.org/W4392411848","https://openalex.org/W6633150018","https://openalex.org/W6637373629","https://openalex.org/W6762718338","https://openalex.org/W6779823529","https://openalex.org/W6787826751","https://openalex.org/W6790978476","https://openalex.org/W6797037515","https://openalex.org/W6797583258","https://openalex.org/W6797647004","https://openalex.org/W6855816443"],"related_works":["https://openalex.org/W4310007307","https://openalex.org/W4300118114","https://openalex.org/W3014822659","https://openalex.org/W2040650733","https://openalex.org/W2020816142","https://openalex.org/W4362496757","https://openalex.org/W2566091814","https://openalex.org/W2794551535","https://openalex.org/W2558346698","https://openalex.org/W1584545576"],"abstract_inverted_index":{"To":[0],"counter":[1],"the":[2,110,115,125],"security":[3],"threats":[4],"posed":[5],"by":[6],"presentation":[7],"attacks":[8],"on":[9,70,93],"fingerprint":[10,16,58,74],"authentication":[11],"systems,":[12],"various":[13],"deep":[14],"learning-based":[15],"liveness":[17,59,128],"detection":[18,33,60,80,89,102,117,129],"methods":[19,25,107],"have":[20],"been":[21],"proposed.":[22],"However,":[23],"existing":[24],"typically":[26],"require":[27],"significant":[28],"computing":[29],"resources":[30],"or":[31],"lengthy":[32],"times":[34],"to":[35,105],"achieve":[36],"high":[37],"accuracy,":[38],"which":[39],"can":[40],"limit":[41],"their":[42],"use":[43],"in":[44],"resource-constrained":[45],"environments":[46],"such":[47],"as":[48],"on-device":[49],"applications.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"a":[56,64],"novel":[57],"method":[61,78,100,123,130],"that":[62,97,120],"utilizes":[63],"Multi-head":[65],"Self-Attention":[66],"mechanism.":[67],"By":[68],"focusing":[69],"important":[71],"regions":[72],"of":[73],"images,":[75],"our":[76,98,121],"proposed":[77,99,122],"maximizes":[79],"accuracy":[81,103],"while":[82,108],"simultaneously":[83],"minimizing":[84],"both":[85],"model":[86,112],"size":[87,113],"and":[88,114],"time.":[90],"Our":[91],"evaluation":[92],"real-world":[94],"datasets":[95],"demonstrates":[96],"achieves":[101],"comparable":[104],"state-of-the-art":[106],"requiring":[109],"smallest":[111],"least":[116],"time,":[118],"confirming":[119],"is":[124],"most":[126],"efficient":[127],"available.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
