{"id":"https://openalex.org/W2073179061","doi":"https://doi.org/10.1117/12.2039074","title":"An enhanced feature set for pattern recognition based contrast enhancement of contact-less captured latent fingerprints in digitized crime scene forensics","display_name":"An enhanced feature set for pattern recognition based contrast enhancement of contact-less captured latent fingerprints in digitized crime scene forensics","publication_year":2014,"publication_date":"2014-02-19","ids":{"openalex":"https://openalex.org/W2073179061","doi":"https://doi.org/10.1117/12.2039074","mag":"2073179061"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2039074","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5052442484","display_name":"Mario Hildebrandt","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mario Hildebrandt","raw_affiliation_string":"Otto Von Guericke University,Magdeburg,Germany","raw_affiliation_strings":["Otto Von Guericke University,Magdeburg,Germany"]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050382337","display_name":"Stefan Kiltz","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Kiltz","raw_affiliation_string":"Otto Von Guericke University,Magdeburg,Germany","raw_affiliation_strings":["Otto Von Guericke University,Magdeburg,Germany"]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033843025","display_name":"Jana Dittmann","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]},{"id":"https://openalex.org/I92864154","display_name":"University of Buckingham","ror":"https://ror.org/03kd28f18","country_code":"GB","type":"education","lineage":["https://openalex.org/I92864154"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Jana Dittmann","raw_affiliation_string":"Otto-von-Guericke-Univ. Magdeburg (Germany); The Univ. of Buckingham (United Kingdom)","raw_affiliation_strings":["Otto-von-Guericke-Univ. Magdeburg (Germany)","The Univ. of Buckingham (United Kingdom)"]},{"author_position":"last","author":{"id":"https://openalex.org/A5037254587","display_name":"Claus Vielhauer","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]},{"id":"https://openalex.org/I4210146756","display_name":"Brandenburg University of Applied Sciences","ror":"https://ror.org/04qj3gf68","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210146756"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claus Vielhauer","raw_affiliation_string":"Fachhochschule Brandenburg (Germany); Otto-von-Guericke-Univ. Magdeburg (Germany)","raw_affiliation_strings":["Fachhochschule Brandenburg (Germany)","Otto-von-Guericke-Univ. Magdeburg (Germany)"]}],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":1,"cited_by_percentile_year":{"min":72,"max":78},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Recognition and Security Systems","score":0.9999,"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 Recognition and Security Systems","score":0.9999,"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":"Analysis and Detection of Latent Fingerprints","score":0.9991,"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 Image Forgery Detection and Identification","score":0.998,"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":[{"keyword":"latent fingerprints","score":0.5616},{"keyword":"crime scene forensics","score":0.5356},{"keyword":"contrast enhancement","score":0.3697},{"keyword":"pattern recognition","score":0.3469},{"keyword":"contact-less","score":0.25}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.71526086},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6471027},{"id":"https://openalex.org/C67174900","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Minutiae","level":4,"score":0.6436861},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.5955332},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5516631},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5151421},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.45427024},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44661915},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4399574},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4142968},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2039074","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.57,"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16"}],"grants":[],"referenced_works_count":6,"referenced_works":["https://openalex.org/W1964031332","https://openalex.org/W2106892689","https://openalex.org/W2127717018","https://openalex.org/W2159498975","https://openalex.org/W4236697527","https://openalex.org/W4237028743"],"related_works":["https://openalex.org/W2566091814","https://openalex.org/W1540357037","https://openalex.org/W2020992254","https://openalex.org/W2122988758","https://openalex.org/W2126450185","https://openalex.org/W3037288134","https://openalex.org/W2565799042","https://openalex.org/W2082047178","https://openalex.org/W3169072271","https://openalex.org/W2136721862"],"ngrams_url":"https://api.openalex.org/works/W2073179061/ngrams","abstract_inverted_index":{"In":[0,28,221,263],"crime":[1],"scene":[2],"forensics":[3],"latent":[4,121,237,304,381],"fingerprints":[5,122],"are":[6,18,62,137],"found":[7],"on":[8,123,129,283,312],"various":[9],"substrates.":[10,127],"Nowadays":[11],"primarily":[12],"physical":[13],"or":[14,52],"chemical":[15],"preprocessing":[16,206],"techniques":[17,61,169],"applied":[19],"for":[20,88,109,120,145,231,294,401],"enhancing":[21],"the":[22,25,33,48,56,68,73,134,141,151,154,200,228,276,288,302,308,345],"visibility":[23],"of":[24,50,58,90,111,153,174,199,275,299,301,320],"fingerprint":[26,51,69,167,185,305,311,365,382],"trace.":[27],"order":[29,178],"to":[30,66,179,265,325],"avoid":[31],"altering":[32],"trace":[34],"it":[35],"has":[36],"been":[37],"shown":[38],"that":[39,356],"contact-less":[40],"sensors":[41],"offer":[42],"a":[43,91,217,272,295,333,354,361,364,367,370,375,380,402],"non-destructive":[44],"acquisition":[45],"approach.":[46],"Here,":[47],"exploitation":[49],"substrate":[53,362,368],"properties":[54],"and":[55,105,131,140,203,210,226,260,338,366,383],"utilization":[57],"signal":[59],"processing":[60],"an":[63,172,181,197,384],"essential":[64],"requirement":[65],"enhance":[67],"visibility.":[70],"However,":[71,128],"especially":[72],"optimal":[74],"sensory":[75],"is":[76,96],"often":[77],"substrate-dependent.":[78],"An":[79],"enhanced":[80],"generic":[81],"pattern":[82],"recognition":[83,229,377],"based":[84,165],"contrast":[85,317,334,397],"enhancement":[86,168,318,335,398],"approach":[87,115,142],"scans":[89],"chromatic":[92],"white":[93,239],"light":[94],"sensor":[95],"introduced":[97],"in":[98,177,216],"Hildebrandt":[99,266],"et":[100,267],"al.1":[101],"using":[102,287,344],"statistical,":[103],"structural":[104,201],"Benford's":[106],"law2":[107],"features":[108,159,202],"blocks":[110],"50":[112],"micron.":[113],"This":[114,214,291],"achieves":[116],"very":[117,138],"good":[118],"results":[119,215,322,343,390],"cooperative,":[124],"non-textured,":[125],"smooth":[126],"textured":[130],"structured":[132],"substrates":[133],"error":[135,277],"rates":[136,278],"high":[139],"thus":[143],"unsuitable":[144],"forensic":[146],"use":[147,191,326],"cases.":[148],"We":[149],"propose":[150],"extension":[152,198],"feature":[155,219,404],"set":[156],"with":[157,235,307,369,374],"semantic":[158],"derived":[160],"from":[161],"known":[162,327],"Gabor":[163],"filter":[164],"exemplar":[166,310,385],"by":[170,279],"suggesting":[171],"Epsilon-neighborhood":[173],"each":[175,234],"block":[176],"achieve":[180],"improved":[182],"accuracy":[183,230,378],"(called":[184],"ridge":[186],"orientation":[187],"semantics).":[188],"Furthermore,":[189],"we":[190,224,323],"rotation":[192],"invariant":[193],"Hu":[194],"moments":[195],"as":[196,332,396],"two":[204],"additional":[205],"methods":[207],"(separate":[208],"X-":[209],"Y":[211],"Sobel":[212],"operators).":[213],"408-dimensional":[218],"space.":[220,405],"our":[222,269,340],"experiments":[223],"investigate":[225],"report":[227],"eight":[232],"substrates,":[233],"ten":[236],"fingerprints:":[238],"furniture":[240],"surface,":[241],"veneered":[242],"plywood,":[243],"brushed":[244,284],"stainless":[245,285],"steel,":[246],"aluminum":[247],"foil,":[248],"\"Golden-Oak\"":[249],"veneer,":[250],"non-metallic":[251],"matte":[252],"car":[253,257],"body":[254,258],"finish,":[255],"metallic":[256],"finish":[259],"blued":[261],"metal.":[262],"comparison":[264],"al.,1":[268],"evaluation":[270],"shows":[271],"significant":[273],"reduction":[274],"15.8":[280],"percent":[281],"points":[282],"steel":[286],"same":[289],"classifier.":[290],"also":[292],"allows":[293],"successful":[296],"biometric":[297],"matching":[298],"3":[300],"8":[303],"samples":[306],"corresponding":[309],"this":[313],"particular":[314],"substrate.":[315],"For":[316],"analysis":[319],"classification":[321],"suggest":[324],"Visual":[328],"Quality":[329],"Indexes":[330],"(VQI)3":[331],"quality":[336,399],"indicator":[337,400],"discuss":[339],"first":[341,388],"preliminary":[342,389],"exemplary":[346],"chosen":[347],"VQI":[348],"Edge":[349],"Similarity":[350],"Score":[351],"(ESS),4":[352],"showing":[353],"tendency":[355],"higher":[357,376],"image":[358],"differences":[359],"between":[360,379],"containing":[363],"blank":[371],"surface":[372],"correlate":[373],"fingerprint.":[386],"Those":[387],"support":[391],"further":[392],"research":[393],"into":[394],"VQIs":[395],"given":[403]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2073179061","counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2024-03-02T20:43:12.488090","created_date":"2016-06-24"}