{"id":"https://openalex.org/W2168272004","doi":null,"title":"A review of calibration methods for biometric systems in forensic applications","display_name":"A review of calibration methods for biometric systems in forensic applications","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2168272004","mag":"2168272004"},"language":"en","primary_location":{"id":"pmh:oai:ris.utwente.nl:openaire/696fcc43-755e-4ee2-98fd-4d63dc09c188","doi":null,"is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/696fcc43-755e-4ee2-98fd-4d63dc09c188","pdf_url":"https://ris.utwente.nl/ws/files/5498866/Ali-20.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ris.utwente.nl/ws/files/5498866/Ali-20.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026568979","display_name":"Tauseef Ali","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tauseef Ali","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105827280","display_name":"Luuk Spreeuwers","orcid":"https://orcid.org/0000-0001-8481-560X","observed_orcids":["https://orcid.org/0000-0001-8481-560X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luuk Spreeuwers","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5031138348","display_name":"Raymond N. J. Veldhuis","orcid":"https://orcid.org/0000-0002-0381-5235","observed_orcids":["https://orcid.org/0000-0002-0381-5235"]},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Raymond Veldhuis","raw_affiliation_strings":["University of Twente ,"],"raw_orcid":"https://orcid.org/0000-0002-0381-5235","affiliations":[{"raw_affiliation_string":"University of Twente ,","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2891,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89853508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9926999807357788,"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":0.9926999807357788,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.0007999999797903001,"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/calibration-method","display_name":"calibration method","score":0.7509999871253967},{"id":"https://openalex.org/keywords/forensic-evidence-evaluation","display_name":"forensic evidence evaluation","score":0.7289999723434448},{"id":"https://openalex.org/keywords/likelihood-ratios","display_name":"likelihood ratios","score":0.8119999766349792},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"kernel density estimation","score":0.9580000042915344},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.972000002861023},{"id":"https://openalex.org/keywords/histogram-binning","display_name":"histogram binning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/bootstrap-distribution","display_name":"bootstrap distribution","score":0.5860000252723694},{"id":"https://openalex.org/keywords/fingerprint-matching","display_name":"fingerprint matching","score":0.5230000019073486},{"id":"https://openalex.org/keywords/face-recognition","display_name":"face recognition","score":0.49900001287460327},{"id":"https://openalex.org/keywords/evidentiary-value","display_name":"evidentiary value","score":0.8040000200271606}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7780691385269165},{"id":"https://openalex.org/C2778223634","wikidata":"https://www.wikidata.org/wiki/Q224952","display_name":"Suspect","level":2,"score":0.7028946280479431},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.589634895324707},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5618429183959961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5126699209213257},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5122098326683044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5054988861083984},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.4603962302207947},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45056313276290894},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.43609291315078735},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.429864764213562},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41370198130607605},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22764554619789124},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09617260098457336},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0893365740776062},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08447849750518799},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:ris.utwente.nl:openaire/696fcc43-755e-4ee2-98fd-4d63dc09c188","doi":null,"is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/696fcc43-755e-4ee2-98fd-4d63dc09c188","pdf_url":"https://ris.utwente.nl/ws/files/5498866/Ali-20.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:ut:oai:ris.utwente.nl:publications/696fcc43-755e-4ee2-98fd-4d63dc09c188","doi":null,"is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/a-review-of-calibration-methods-for-biometric-systems-in-forensic-applications(696fcc43-755e-4ee2-98fd-4d63dc09c188).html","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"33rd Symposium on Information Theory in the Benelux and the 2nd Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux 2012, 126 - 133","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"mag:2168272004","doi":null,"is_oa":false,"landing_page_url":"https://ris.utwente.nl/ws/files/5498866/Ali-20.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:openaire/696fcc43-755e-4ee2-98fd-4d63dc09c188","doi":null,"is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/696fcc43-755e-4ee2-98fd-4d63dc09c188","pdf_url":"https://ris.utwente.nl/ws/files/5498866/Ali-20.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2168272004.pdf","grobid_xml":"https://content.openalex.org/works/W2168272004.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W429072274","https://openalex.org/W648424690","https://openalex.org/W1568358379","https://openalex.org/W1977245551","https://openalex.org/W2012942264","https://openalex.org/W2025607880","https://openalex.org/W2050916336","https://openalex.org/W2118020555","https://openalex.org/W2121691771","https://openalex.org/W2129905273","https://openalex.org/W2156841861","https://openalex.org/W2166290812","https://openalex.org/W2168959749","https://openalex.org/W2170701777","https://openalex.org/W2488931242"],"related_works":["https://openalex.org/W2135797826","https://openalex.org/W2583758626","https://openalex.org/W1526483131","https://openalex.org/W3102998238","https://openalex.org/W4394772108","https://openalex.org/W2523209310","https://openalex.org/W2586525028","https://openalex.org/W2038980261","https://openalex.org/W3201645048","https://openalex.org/W3037465620"],"abstract_inverted_index":{"When,":[0],"in":[1,102,140,151,196],"a":[2,9,20,27,67,99,103,126,141,230],"criminal":[3],"case":[4],"there":[5],"are":[6,234],"traces":[7],"from":[8,19,46,94],"crime":[10],"scene":[11],"-":[12,23,87,92],"e.g.,":[13,88],"finger":[14],"marks":[15],"or":[16,49,90],"facial":[17],"recordings":[18],"surveillance":[21],"camera":[22],"as":[24,26,219],"well":[25],"suspect,":[28],"the":[29,35,39,43,47,50,53,57,74,82,95,113,123,136,152,156,162,165,172,224],"judge":[30],"has":[31],"to":[32],"accept":[33],"either":[34,72],"hypothesis":[36,51],"\\\\emph{$H_{p}$}":[37],"of":[38,52,69,73,81,115,119,125,164,167,174,223,227],"prosecution,":[40],"stating":[41,56],"that":[42,63,146],"trace":[44,83],"originates":[45],"subject,":[48],"defense":[54],"\\\\emph{$H_d$},":[55],"opposite.":[58],"The":[59],"current":[60],"practice":[61],"is":[62,98,130,147,155,161],"forensic":[64,153],"experts":[65],"provide":[66],"degree":[68],"support":[70,107],"for":[71,108,134,229,236],"two":[75],"hypotheses,":[76],"based":[77,111],"on":[78,112],"their":[79],"examinations":[80],"and":[84,171,183,211,221,242],"reference":[85],"data":[86],"fingerprints":[89],"photos":[91],"taken":[93],"suspect.":[96],"There":[97],"growing":[100],"interest":[101],"more":[104],"objective":[105],"quantitative":[106],"these":[109],"hypotheses":[110],"output":[114,124],"biometric":[116,128],"systems":[117],"instead":[118],"manual":[120],"comparison.":[121],"However,":[122],"score-based":[127],"system":[129],"not":[131],"directly":[132],"suitable":[133,144],"quantifying":[135],"evidential":[137],"value":[138,233],"contained":[139],"trace.":[142],"A":[143],"measure":[145],"gradually":[148],"becoming":[149],"accepted":[150],"community":[154],"Likelihood":[157],"Ratio":[158],"(LR)":[159],"which":[160],"ratio":[163],"probability":[166,173],"evidence":[168,175],"given":[169,176],"\\\\emph{$H_p$}":[170],"\\\\emph{$H_d$}.":[177],"In":[178],"this":[179,197],"paper":[180],"we":[181],"study":[182],"compare":[184],"different":[185],"score-to-LR":[186],"conversion":[187],"methods":[188,195],"(called":[189],"calibration":[190],"methods).":[191],"We":[192],"include":[193],"four":[194],"comparative":[198],"study:":[199],"Kernel":[200],"Density":[201],"Estimation":[202],"(KDE),":[203],"Logistic":[204],"Regression":[205],"(Log":[206],"Reg),":[207],"Histogram":[208],"Binning":[209],"(HB),":[210],"Pool":[212],"Adjacent":[213],"Violators":[214],"(PAV).":[215],"Useful":[216],"statistics":[217],"such":[218],"mean":[220],"bias":[222],"bootstrap":[225],"distribution":[226],"\\\\emph{LRs}":[228],"single":[231],"score":[232,243],"calculated":[235],"each":[237],"method":[238],"varying":[239],"population":[240],"sizes":[241],"location.":[244]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}
