{"id":"https://openalex.org/W2991429606","doi":"https://doi.org/10.1109/smc.2019.8914499","title":"Fingerprint Synthesis Via Latent Space Representation","display_name":"Fingerprint Synthesis Via Latent Space Representation","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2991429606","doi":"https://doi.org/10.1109/smc.2019.8914499","mag":"2991429606"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2019.8914499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Fingerprint_synthesis_via_latent_space_representation/20722522","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087624285","display_name":"Mohamed Attia","orcid":"https://orcid.org/0000-0002-4803-2963"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["AU","EG"],"is_corresponding":true,"raw_author_name":"Mohamed Attia","raw_affiliation_strings":["Department of Forensic Medicine and Clinical Toxicology Faculty of Medicine, Alexandria University, Egypt","Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Forensic Medicine and Clinical Toxicology Faculty of Medicine, Alexandria University, Egypt","institution_ids":["https://openalex.org/I84524832"]},{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024060052","display_name":"MennattAllah Hassan Attia","orcid":"https://orcid.org/0000-0002-2304-532X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["AU","EG"],"is_corresponding":false,"raw_author_name":"MennattAllah H. Attia","raw_affiliation_strings":["Department of Forensic Medicine and Clinical Toxicology Faculty of Medicine, Alexandria University, Egypt","Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Forensic Medicine and Clinical Toxicology Faculty of Medicine, Alexandria University, Egypt","institution_ids":["https://openalex.org/I84524832"]},{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080894673","display_name":"Julie Iskander","orcid":"https://orcid.org/0000-0002-3426-4376"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Julie Iskander","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102016555","display_name":"Khaled Saleh","orcid":"https://orcid.org/0000-0002-2589-179X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Khaled Saleh","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008390039","display_name":"Darius Nahavandi","orcid":"https://orcid.org/0000-0002-5007-9584"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Darius Nahavandi","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088397310","display_name":"Ahmed Abobakr","orcid":"https://orcid.org/0000-0002-6664-2335"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ahmed Abobakr","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018882728","display_name":"Mohammed Hossny","orcid":"https://orcid.org/0000-0002-1593-6296"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammed Hossny","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5087624285"],"corresponding_institution_ids":["https://openalex.org/I149704539","https://openalex.org/I84524832"],"apc_list":null,"apc_paid":null,"fwci":1.1687,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80017043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1855","last_page":"1861"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":1.0,"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":1.0,"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/T11448","display_name":"Face recognition and analysis","score":0.977400004863739,"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"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.963699996471405,"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/computer-science","display_name":"Computer science","score":0.6843814253807068},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6121971607208252},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.4387325942516327},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.436920702457428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40841570496559143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6843814253807068},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6121971607208252},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.4387325942516327},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.436920702457428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40841570496559143},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/smc.2019.8914499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30133714","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20722522","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Fingerprint_synthesis_via_latent_space_representation/20722522","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/141068","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/141068","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20722522","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Fingerprint_synthesis_via_latent_space_representation/20722522","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1481866092","https://openalex.org/W1489362913","https://openalex.org/W2001823025","https://openalex.org/W2018328737","https://openalex.org/W2018713546","https://openalex.org/W2092988036","https://openalex.org/W2095504751","https://openalex.org/W2096540110","https://openalex.org/W2105544530","https://openalex.org/W2118944716","https://openalex.org/W2126870276","https://openalex.org/W2145611910","https://openalex.org/W2202494008","https://openalex.org/W2265356345","https://openalex.org/W2285904100","https://openalex.org/W2316482457","https://openalex.org/W2488267379","https://openalex.org/W2604977777","https://openalex.org/W2765706496","https://openalex.org/W2772901904","https://openalex.org/W2808319706","https://openalex.org/W2808491629","https://openalex.org/W2877608315","https://openalex.org/W2905097065","https://openalex.org/W2907129253","https://openalex.org/W2962805829","https://openalex.org/W6699342439","https://openalex.org/W6757682670"],"related_works":["https://openalex.org/W2318451750","https://openalex.org/W1549289070","https://openalex.org/W1484138156","https://openalex.org/W2364411142","https://openalex.org/W2107125195","https://openalex.org/W2999545200","https://openalex.org/W2283497687","https://openalex.org/W3018769905","https://openalex.org/W3012560934","https://openalex.org/W4221054779"],"abstract_inverted_index":{"Fingerprint":[0],"recognition":[1],"and":[2,21,29,200],"indexing":[3],"were":[4,138],"addressed":[5],"extensively":[6],"in":[7,31,140,156],"the":[8,11,14,42,95,101,130,135,150,157,161,165,171,174,180,197],"literature.":[9],"However,":[10],"number":[12],"of":[13,61,63,142,152,160,167,173],"datasets":[15,56,71],"that":[16,57,117,189],"are":[17,98,148],"used":[18],"for":[19,87],"research":[20],"validation":[22],"is":[23,35,111],"limited.":[24],"Due":[25],"to":[26,37,41,113,185,194],"privacy":[27],"laws":[28],"acts":[30],"several":[32],"countries,":[33],"it":[34],"challenging":[36],"release":[38],"finger":[39,123,198],"prints":[40],"public.":[43],"Consequently,":[44],"this":[45,67,80,92],"imposes":[46],"a":[47,84],"challenge":[48],"on":[49,54,170],"validating":[50],"these":[51],"search":[52],"techniques":[53],"larger":[55],"can":[58,190],"be":[59,191],"couple":[60],"hundreds":[62],"millions.":[64],"To":[65],"overcome":[66],"limitation,":[68],"synthetic":[69,96,132,146,187],"fingerprints":[70,97,133],"have":[72,118],"been":[73],"introduced":[74],"as":[75,121],"an":[76],"alternative":[77],"solution.":[78],"In":[79,91,178],"paper":[81],"we":[82],"propose":[83],"generative":[85],"model":[86],"synthesising":[88],"fingerprint":[89,176],"datasets.":[90],"present":[93],"work,":[94],"generated":[99,131],"from":[100],"latent":[102,126],"space":[103],"representation":[104],"using":[105,125],"variational":[106],"auto":[107],"encoder.":[108],"The":[109,144],"network":[110],"trained":[112],"generate":[114,186],"random":[115],"samples":[116,159],"same":[119],"distribution":[120],"real":[122],"print":[124],"vectors.":[127],"By":[128],"examining":[129],"images,":[134],"ridge":[136],"patterns":[137],"recognisable":[139],"most":[141],"cases.":[143],"unrecognisable":[145],"images":[147,155],"reflecting":[149],"presence":[151],"low":[153],"quality":[154,172],"training":[158],"original":[162],"dataset.":[163],"Moreover,":[164],"extraction":[166],"minutiae":[168,199],"relies":[169],"input":[175],"images.":[177],"conclusion,":[179],"proposed":[181],"method":[182],"was":[183],"able":[184],"image":[188],"further":[192],"processed":[193],"accurately":[195],"extract":[196],"orientation":[201],"field.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}