{"id":"https://openalex.org/W4292862559","doi":"https://doi.org/10.1109/memea54994.2022.9856456","title":"An Uncertainty-based Approach to Improve Accuracy of Biometric Metrics","display_name":"An Uncertainty-based Approach to Improve Accuracy of Biometric Metrics","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4292862559","doi":"https://doi.org/10.1109/memea54994.2022.9856456"},"language":"en","primary_location":{"id":"doi:10.1109/memea54994.2022.9856456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856456","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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/A5022682679","display_name":"Laura Fabbiano","orcid":"https://orcid.org/0000-0003-4898-8364"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Laura Fabbiano","raw_affiliation_strings":["Politecnico di Bari,Dept. DMMM,Bari,Italy","Dept. DMMM, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Bari,Dept. DMMM,Bari,Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Dept. DMMM, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011675855","display_name":"Gaetano Vacca","orcid":"https://orcid.org/0000-0002-9125-9936"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gaetano Vacca","raw_affiliation_strings":["Politecnico di Bari,Dept. DMMM,Bari,Italy","Dept. DMMM, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Bari,Dept. DMMM,Bari,Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Dept. DMMM, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061689098","display_name":"Claudio De Capua","orcid":"https://orcid.org/0000-0002-4322-4923"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio De Capua","raw_affiliation_strings":["University Mediterranea of Reggio Calabria,Dept. DIIES,Reggio Calabria,Italy","Dept. DIIES, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"University Mediterranea of Reggio Calabria,Dept. DIIES,Reggio Calabria,Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Dept. DIIES, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053886638","display_name":"Rosario Morello","orcid":"https://orcid.org/0000-0002-1706-5789"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rosario Morello","raw_affiliation_strings":["University Mediterranea of Reggio Calabria,Dept. DIIES,Reggio Calabria,Italy","Dept. DIIES, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"University Mediterranea of Reggio Calabria,Dept. DIIES,Reggio Calabria,Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Dept. DIIES, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022682679"],"corresponding_institution_ids":["https://openalex.org/I68618741"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0600316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9988999962806702,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9717000126838684,"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/biometrics","display_name":"Biometrics","score":0.9378976821899414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.790729284286499},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6140410304069519},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5983465909957886},{"id":"https://openalex.org/keywords/iris-recognition","display_name":"Iris recognition","score":0.5503475069999695},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5451379418373108},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5257024765014648},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.47934016585350037},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46833017468452454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.445067822933197},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4337587058544159},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.43103939294815063},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.42151275277137756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36449918150901794},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.3003847002983093},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1020745038986206}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.9378976821899414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.790729284286499},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6140410304069519},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5983465909957886},{"id":"https://openalex.org/C112356035","wikidata":"https://www.wikidata.org/wiki/Q1672722","display_name":"Iris recognition","level":3,"score":0.5503475069999695},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5451379418373108},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5257024765014648},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.47934016585350037},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46833017468452454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.445067822933197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4337587058544159},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.43103939294815063},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.42151275277137756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36449918150901794},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3003847002983093},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1020745038986206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea54994.2022.9856456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856456","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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":25,"referenced_works":["https://openalex.org/W1502030261","https://openalex.org/W1981439490","https://openalex.org/W2000767658","https://openalex.org/W2035591786","https://openalex.org/W2112209396","https://openalex.org/W2119332272","https://openalex.org/W2139915254","https://openalex.org/W2145657786","https://openalex.org/W2165370616","https://openalex.org/W2181388684","https://openalex.org/W2248740706","https://openalex.org/W2264845439","https://openalex.org/W2540365823","https://openalex.org/W2613062015","https://openalex.org/W2890514828","https://openalex.org/W2895322853","https://openalex.org/W2898172422","https://openalex.org/W2899436735","https://openalex.org/W2990961119","https://openalex.org/W2996129374","https://openalex.org/W2998187054","https://openalex.org/W3097721996","https://openalex.org/W3113682125","https://openalex.org/W3163287270","https://openalex.org/W4206029699"],"related_works":["https://openalex.org/W2018223046","https://openalex.org/W2294693339","https://openalex.org/W2774310452","https://openalex.org/W1971649232","https://openalex.org/W2573408845","https://openalex.org/W231692020","https://openalex.org/W3092387234","https://openalex.org/W2024700913","https://openalex.org/W3104966193","https://openalex.org/W2588548263"],"abstract_inverted_index":{"Biometrics":[0],"is":[1,30,60,92,198],"used":[2,124,199],"today":[3],"for":[4,19,97,101,125],"getting":[5],"access":[6],"to":[7,22,26,35,103,168,186,200],"several":[8],"services":[9,106],"or":[10,44,70,107],"facilities":[11],"by":[12,114],"using":[13],"even":[14],"mobile":[15],"devices":[16,123],"and":[17,25,32,64,76,100,121,155,230],"systems":[18],"identification.":[20],"Access":[21],"governmental":[23],"offices":[24],"high":[27,104,152],"security":[28,77,105],"buildings":[29],"more":[31,33],"recurring":[34],"such":[36],"biometric":[37,72,175,193,216,234],"authentication":[38,137],"solutions.":[39],"Fingerprints,":[40],"face":[41],"authentication,":[42],"iris":[43],"retinal":[45,220],"vascular":[46,221],"pattern":[47],"recognition":[48,217,235],"are":[49,78],"some":[50],"of":[51,56,62,85,119,151,172,191,207,232,241],"the":[52,117,136,145,160,162,170,173,188,192,205,233,239,242],"most":[53,84],"common":[54],"applications":[55],"this":[57],"field.":[58],"Literature":[59],"full":[61],"studies":[63],"research":[65],"activities":[66],"proposing":[67],"further":[68],"innovative":[69],"revised":[71],"metrics.":[73,176],"However,":[74],"accuracy":[75,118,171,206,231],"still":[79,93],"two":[80],"relevant":[81,133],"issues":[82],"affecting":[83],"these":[86],"applications.":[87],"As":[88,139],"a":[89,132,140],"consequence,":[90,141],"biometrics":[91],"much":[94],"too":[95],"unreliable":[96],"everyday":[98],"use":[99],"accessing":[102],"places.":[108],"The":[109,177],"main":[110],"issue,":[111],"here":[112],"faced":[113],"authors,":[115],"concerns":[116],"measurement":[120,189],"acquisition":[122],"authentication.":[126],"Uncertainty":[127],"that":[128],"affects":[129],"measurements":[130],"has":[131,211],"effect":[134],"on":[135,204,215,219],"outcome.":[138],"it":[142],"could":[143],"affect":[144],"final":[146],"result":[147],"so":[148,237],"being":[149],"cause":[150],"false":[153,156],"reject":[154],"accept":[157],"rates.":[158],"In":[159],"paper,":[161],"authors":[163],"propose":[164],"an":[165,183,226],"uncertainty-based":[166],"approach":[167],"increase":[169,227],"current":[174],"type":[178],"A":[179],"uncertainty":[180,197],"evaluation":[181],"offers":[182],"interesting":[184],"solution":[185],"assess":[187],"precision":[190],"system":[194],"recognition.":[195],"So":[196],"provide":[201],"quantitative":[202],"information":[203],"acquired":[208],"data.":[209],"Experimentation":[210],"been":[212],"carried":[213],"out":[214],"based":[218],"patterns.":[222],"Experimental":[223],"results":[224],"show":[225],"in":[228],"sensitivity":[229],"metric":[236],"proving":[238],"relevance":[240],"proposed":[243],"approach.":[244]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
