{"id":"https://openalex.org/W4389400935","doi":"https://doi.org/10.1109/cw58918.2023.00067","title":"Contactless Hand Knuckle Modality for Identity Verification Using Siamese Network","display_name":"Contactless Hand Knuckle Modality for Identity Verification Using Siamese Network","publication_year":2023,"publication_date":"2023-10-03","ids":{"openalex":"https://openalex.org/W4389400935","doi":"https://doi.org/10.1109/cw58918.2023.00067"},"language":"en","primary_location":{"id":"doi:10.1109/cw58918.2023.00067","doi":"https://doi.org/10.1109/cw58918.2023.00067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cw58918.2023.00067","pdf_url":null,"source":{"id":"https://openalex.org/S7407089056","display_name":"International Conference on Cyberworlds (CW)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Cyberworlds (CW)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4389400935"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5104209401","display_name":"Siwar Hammami","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I4405255060","display_name":"National School of Electronics and Telecommunications of Sfax, Tunisia","ror":"https://ror.org/02jwd3b35","country_code":"TN","type":"education","lineage":["https://openalex.org/I4405255060"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Siwar Hammami","raw_affiliation_strings":["University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","National School of Electronics and TeleCOMmunications of Sfax (ENET'COM), University of Sfax, Sfax, Tunisia","REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and TeleCOMmunications of Sfax (ENET'COM), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784","https://openalex.org/I4405255060"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087528753","display_name":"Islem Jarraya","orcid":"https://orcid.org/0000-0003-0890-3717","observed_orcids":["https://orcid.org/0000-0003-0890-3717"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Islem Jarraya","raw_affiliation_strings":["University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027895815","display_name":"Tarek M. Hamdani","orcid":"https://orcid.org/0000-0002-8243-6056","observed_orcids":["https://orcid.org/0000-0002-8243-6056"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]},{"id":"https://openalex.org/I4387152546","display_name":"Institut Sup\u00e9rieur d'Informatique de Mahdia","ror":"https://ror.org/037hcdr69","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557","https://openalex.org/I4387152546"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Tarek M. Hamdani","raw_affiliation_strings":["University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","Higher Institute of Computer Science Mahdia (ISIMa), University of Monastir, Tunisia","REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Higher Institute of Computer Science Mahdia (ISIMa), University of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557","https://openalex.org/I4387152546"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384","observed_orcids":["https://orcid.org/0000-0002-0642-3384"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["TN","ZA"],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","Department of Electrical and Electronic Engineering Science Faculty of Engineering and the Built Environment, University of Johannesburg, South Africa","REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax,REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS),Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering Science Faculty of Engineering and the Built Environment, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0463,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82225101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"388","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9984999895095825,"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":0.9984999895095825,"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":0.0012000000569969416,"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/T12740","display_name":"Gait Recognition and Analysis","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/contactless-biometrics","display_name":"contactless biometrics","score":0.8529999852180481},{"id":"https://openalex.org/keywords/identity-verification","display_name":"identity verification","score":0.9459999799728394},{"id":"https://openalex.org/keywords/siamese-network","display_name":"Siamese network","score":0.9599999785423279},{"id":"https://openalex.org/keywords/one-shot-learning","display_name":"one-shot learning","score":0.9629999995231628},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.7649999856948853}],"concepts":[{"id":"https://openalex.org/C2775868079","wikidata":"https://www.wikidata.org/wiki/Q794715","display_name":"Knuckle","level":2,"score":0.96927410364151},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.8155560493469238},{"id":"https://openalex.org/C2776881184","wikidata":"https://www.wikidata.org/wiki/Q83360","display_name":"Thumb","level":2,"score":0.8125156760215759},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7480770349502563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.660124659538269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6466151475906372},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5546473860740662},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5084892511367798},{"id":"https://openalex.org/C146318809","wikidata":"https://www.wikidata.org/wiki/Q3398332","display_name":"Hand geometry","level":3,"score":0.42070627212524414},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4059596657752991},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39094239473342896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2713037133216858},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06269168853759766},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.056824713945388794},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cw58918.2023.00067","doi":"https://doi.org/10.1109/cw58918.2023.00067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cw58918.2023.00067","pdf_url":null,"source":{"id":"https://openalex.org/S7407089056","display_name":"International Conference on Cyberworlds (CW)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Cyberworlds (CW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1562258647","https://openalex.org/W2062342233","https://openalex.org/W2064474456","https://openalex.org/W2069933479","https://openalex.org/W2427402662","https://openalex.org/W2430528374","https://openalex.org/W2522031299","https://openalex.org/W2765257023","https://openalex.org/W2786470017","https://openalex.org/W2792873414","https://openalex.org/W2911437338","https://openalex.org/W2953791670","https://openalex.org/W3011063819","https://openalex.org/W3024013631","https://openalex.org/W3046421168","https://openalex.org/W3047609523","https://openalex.org/W3048699370","https://openalex.org/W3091905774","https://openalex.org/W3118282344","https://openalex.org/W3132646317","https://openalex.org/W3133405956","https://openalex.org/W3135650693","https://openalex.org/W3162219775","https://openalex.org/W3163022985","https://openalex.org/W3173739530","https://openalex.org/W4211209597","https://openalex.org/W4221065792","https://openalex.org/W4226271046","https://openalex.org/W4281726866","https://openalex.org/W4296641330","https://openalex.org/W4312456700","https://openalex.org/W4312492079","https://openalex.org/W4405904595"],"related_works":["https://openalex.org/W3047609523","https://openalex.org/W7218854116","https://openalex.org/W4388915696","https://openalex.org/W2964304975","https://openalex.org/W4404835362","https://openalex.org/W2786036168","https://openalex.org/W4211143096","https://openalex.org/W1703017547","https://openalex.org/W4413491831","https://openalex.org/W2946027242"],"abstract_inverted_index":{"People":[0],"can":[1],"be":[2],"recognized":[3],"by":[4,36],"a":[5,16,21,38,83,94],"lot":[6],"of":[7,45,51,55,104,151,157,168],"unique":[8],"biometric":[9,17],"features":[10],"either":[11],"physiological":[12],"or":[13],"behavioral.":[14],"Therefore,":[15],"security":[18],"method":[19],"for":[20,28,97,116,138,153,164],"smartphone":[22],"is":[23,61],"proposed":[24,135],"in":[25,65],"this":[26,89,91,144],"paper":[27,92],"easier":[29],"use":[30],"and":[31,123,136,140,162],"to":[32],"improve":[33],"recognition":[34,71],"results":[35,148],"using":[37,100],"new":[39],"knuckle":[40,44,54,70,103,156,167],"modality:":[41],"the":[42,46,52,56,62,109,154,158,165,169],"major":[43,53,102,155,166],"thumb":[47,105,160],"finger":[48,58,69,106,161],"modality":[49,59],"instead":[50],"middle":[57,171],"which":[60],"most":[63],"used":[64,115],"related":[66],"works.":[67],"In":[68,142],"domains,":[72],"different":[73],"CNN":[74],"(Convolutional":[75],"Neural":[76],"Network)":[77],"architectures":[78],"have":[79],"been":[80,113],"applied,":[81],"requiring":[82],"huge":[84],"database.":[85],"To":[86],"deal":[87],"with":[88,149],"problem,":[90],"presents":[93],"Siamese":[95,110],"network":[96,111],"identity":[98],"verification":[99],"contactless":[101],"modality.":[107],"Actually,":[108],"has":[112],"well":[114],"one-shot":[117],"learning":[118,122],"that":[119],"aims":[120],"at":[121],"recognizing":[124],"from":[125],"little":[126],"data.":[127],"The":[128],"FMK":[129],"(Finger":[130],"Major":[131],"Knuckle)":[132],"dataset":[133],"was":[134],"constructed":[137],"testing":[139],"evaluation.":[141],"fact,":[143],"study":[145],"achieved":[146],"good":[147],"accuracy":[150],"82%":[152],"left":[159,170],"79.63%":[163],"finger.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2023-12-07T00:00:00"}
