{"id":"https://openalex.org/W7161769127","doi":"https://doi.org/10.1109/isbi61048.2026.11515675","title":"GLMS-PAD: Domain-Generalized Multi-Scale PAD for Fingerprint Presentation Attack Detection","display_name":"GLMS-PAD: Domain-Generalized Multi-Scale PAD for Fingerprint Presentation Attack Detection","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161769127","doi":"https://doi.org/10.1109/isbi61048.2026.11515675"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5100584295","display_name":"Sung-Che Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Sung-Che Cheng","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136601768","display_name":"Ching-Te Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Te Chiu","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136535246","display_name":"Ned Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109261","display_name":"Focaltech Systems (Taiwan)","ror":"https://ror.org/01rmrr768","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210109261"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ned Lin","raw_affiliation_strings":["FocalTech Systems Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FocalTech Systems Co., Ltd","institution_ids":["https://openalex.org/I4210109261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082456928","display_name":"Ang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109261","display_name":"Focaltech Systems (Taiwan)","ror":"https://ror.org/01rmrr768","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210109261"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ang Yu","raw_affiliation_strings":["FocalTech Systems Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FocalTech Systems Co., Ltd","institution_ids":["https://openalex.org/I4210109261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136509916","display_name":"Paul Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109261","display_name":"Focaltech Systems (Taiwan)","ror":"https://ror.org/01rmrr768","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210109261"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Paul Lai","raw_affiliation_strings":["FocalTech Systems Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FocalTech Systems Co., Ltd","institution_ids":["https://openalex.org/I4210109261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126228158","display_name":"Daniel Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109261","display_name":"Focaltech Systems (Taiwan)","ror":"https://ror.org/01rmrr768","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210109261"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Daniel Chen","raw_affiliation_strings":["FocalTech Systems Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FocalTech Systems Co., Ltd","institution_ids":["https://openalex.org/I4210109261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136554908","display_name":"Po-Hsuan Hung","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Hsuan Hung","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100584295"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.9421004,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9248999953269958,"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":0.9248999953269958,"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":0.020800000056624413,"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"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.00800000037997961,"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","display_name":"Fingerprint (computing)","score":0.3499999940395355},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32710000872612},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.2897000014781952},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.2741999924182892},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.2646999955177307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5906999707221985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5476999878883362},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.428600013256073},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32710000872612},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2460000067949295},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.24160000681877136}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2008159608","https://openalex.org/W2020816142","https://openalex.org/W2107845065","https://openalex.org/W2119983029","https://openalex.org/W2142256325","https://openalex.org/W2215622264","https://openalex.org/W2520774990","https://openalex.org/W2790806434","https://openalex.org/W2792557137","https://openalex.org/W2963043696","https://openalex.org/W2963324696","https://openalex.org/W3000164979","https://openalex.org/W3024829720","https://openalex.org/W3119296163","https://openalex.org/W3171948639","https://openalex.org/W3179103990","https://openalex.org/W3211343272","https://openalex.org/W4394625538","https://openalex.org/W4402127553"],"related_works":[],"abstract_inverted_index":{"We":[0],"address":[1],"the":[2,75,85],"challenge":[3],"of":[4],"spoof":[5],"detection":[6],"in":[7],"partial":[8,92],"and":[9,28,39,54,74,91],"cross-sensor":[10],"fingerprints":[11],"by":[12],"proposing":[13],"GLMS-PAD,":[14],"a":[15,30,61],"global-local":[16],"multi-scale":[17],"framework.":[18],"Our":[19],"approach":[20],"fuses":[21],"holistic":[22],"ridge":[23],"context":[24],"with":[25],"fine-grained":[26],"textures":[27],"incorporates":[29],"dynamic":[31],"augmentation":[32],"pipeline":[33],"featuring":[34],"spatially":[35],"adaptive":[36],"contrast":[37],"enhancement":[38],"attentive":[40],"region":[41],"dropping.":[42],"To":[43],"further":[44],"improve":[45],"generalization":[46],"without":[47],"inference":[48],"overhead,":[49],"we":[50],"integrate":[51],"domain-oriented":[52],"alignment":[53],"smoothness":[55],"regularization.":[56],"Experiments":[57],"demonstrate":[58],"state-of-the-art":[59],"performance:":[60],"True":[62],"Detection":[63,70],"Rate":[64],"over":[65],"98%":[66],"(at":[67],"1%":[68],"False":[69],"Rate)":[71],"on":[72,81],"FT9349":[73],"lowest":[76],"Average":[77],"Classification":[78],"Error":[79],"(16.99%)":[80],"LivDet":[82],"2015,":[83],"validating":[84],"method's":[86],"robustness":[87],"against":[88],"unseen":[89],"domains":[90],"inputs.":[93]},"counts_by_year":[],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2026-05-21T00:00:00"}