{"id":"https://openalex.org/W4405270230","doi":"https://doi.org/10.1109/cvmi61877.2024.10781994","title":"Enhanced Multimodal Biometric Fusion with DWT, LSTM, and Attention Mechanism for Face and Iris Recognition","display_name":"Enhanced Multimodal Biometric Fusion with DWT, LSTM, and Attention Mechanism for Face and Iris Recognition","publication_year":2024,"publication_date":"2024-10-19","ids":{"openalex":"https://openalex.org/W4405270230","doi":"https://doi.org/10.1109/cvmi61877.2024.10781994"},"language":"en","primary_location":{"id":"doi:10.1109/cvmi61877.2024.10781994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvmi61877.2024.10781994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106362127","display_name":"K. Vannurswamy","orcid":"https://orcid.org/0009-0004-0723-0236"},"institutions":[{"id":"https://openalex.org/I19008122","display_name":"Mangalore University","ror":"https://ror.org/05fep3933","country_code":"IN","type":"education","lineage":["https://openalex.org/I19008122"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"K. Vannurswamy","raw_affiliation_strings":["Mangalore University,Dept of Computer Science,Mangalore,India"],"affiliations":[{"raw_affiliation_string":"Mangalore University,Dept of Computer Science,Mangalore,India","institution_ids":["https://openalex.org/I19008122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015312288","display_name":"B. H. Shekar","orcid":"https://orcid.org/0000-0003-4379-2960"},"institutions":[{"id":"https://openalex.org/I19008122","display_name":"Mangalore University","ror":"https://ror.org/05fep3933","country_code":"IN","type":"education","lineage":["https://openalex.org/I19008122"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. H. Shekar","raw_affiliation_strings":["Mangalore University, Konaje,Dept of Computer Science,Mangalore,India"],"affiliations":[{"raw_affiliation_string":"Mangalore University, Konaje,Dept of Computer Science,Mangalore,India","institution_ids":["https://openalex.org/I19008122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082050623","display_name":"Bharathi Pilar","orcid":"https://orcid.org/0000-0001-5257-5322"},"institutions":[{"id":"https://openalex.org/I19008122","display_name":"Mangalore University","ror":"https://ror.org/05fep3933","country_code":"IN","type":"education","lineage":["https://openalex.org/I19008122"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bharathi Pilar","raw_affiliation_strings":["University College Mangalore,Dept of Computer Science,Mangalore,India"],"affiliations":[{"raw_affiliation_string":"University College Mangalore,Dept of Computer Science,Mangalore,India","institution_ids":["https://openalex.org/I19008122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115394971","display_name":"A Karunakar Kotegar","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A Karunakar Kotegar","raw_affiliation_strings":["MAHE Manipal,Dept of Data Science,Manipal,India"],"affiliations":[{"raw_affiliation_string":"MAHE Manipal,Dept of Data Science,Manipal,India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016008862","display_name":"Frank Jiang","orcid":"https://orcid.org/0000-0003-3088-8525"},"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":"Frank Jiang","raw_affiliation_strings":["Deakin University,School of Information Tech,Melbourne,Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University,School of Information Tech,Melbourne,Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5106362127"],"corresponding_institution_ids":["https://openalex.org/I19008122"],"apc_list":null,"apc_paid":null,"fwci":1.0358,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77941488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.7946000099182129,"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":0.7946000099182129,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7788351774215698},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7025194764137268},{"id":"https://openalex.org/keywords/iris-recognition","display_name":"Iris recognition","score":0.6888154149055481},{"id":"https://openalex.org/keywords/iris","display_name":"IRIS (biosensor)","score":0.6666653156280518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6646028161048889},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5916752815246582},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5434688329696655},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5141127705574036},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4934955835342407},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4759261906147003},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.46136584877967834},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3390580415725708}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7788351774215698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025194764137268},{"id":"https://openalex.org/C112356035","wikidata":"https://www.wikidata.org/wiki/Q1672722","display_name":"Iris recognition","level":3,"score":0.6888154149055481},{"id":"https://openalex.org/C2779503344","wikidata":"https://www.wikidata.org/wiki/Q5973514","display_name":"IRIS (biosensor)","level":3,"score":0.6666653156280518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6646028161048889},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5916752815246582},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5434688329696655},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5141127705574036},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4934955835342407},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4759261906147003},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.46136584877967834},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3390580415725708},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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":2,"locations":[{"id":"doi:10.1109/cvmi61877.2024.10781994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvmi61877.2024.10781994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/28236281","is_oa":true,"landing_page_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/28236281","is_oa":true,"landing_page_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"},{"id":"https://openalex.org/F4320320970","display_name":"Deakin University","ror":"https://ror.org/02czsnj07"},{"id":"https://openalex.org/F4320330412","display_name":"Scheme for Promotion of Academic and Research Collaboration","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W191940071","https://openalex.org/W2149137536","https://openalex.org/W2547102660","https://openalex.org/W2892027532","https://openalex.org/W2898228808","https://openalex.org/W2937423068","https://openalex.org/W2990961119","https://openalex.org/W3023337740","https://openalex.org/W3033261526","https://openalex.org/W3048506315","https://openalex.org/W3080469826","https://openalex.org/W3082729842","https://openalex.org/W3125586339","https://openalex.org/W3126566816","https://openalex.org/W3143583461","https://openalex.org/W3180134609","https://openalex.org/W3183648003","https://openalex.org/W3212553122","https://openalex.org/W4285273184","https://openalex.org/W4318562174","https://openalex.org/W4387047292","https://openalex.org/W4387218616","https://openalex.org/W4392591374","https://openalex.org/W4394981625","https://openalex.org/W4409444525"],"related_works":["https://openalex.org/W2162640687","https://openalex.org/W2018223046","https://openalex.org/W2759939383","https://openalex.org/W2294693339","https://openalex.org/W2952386695","https://openalex.org/W2355560018","https://openalex.org/W2147209541","https://openalex.org/W4231710054","https://openalex.org/W2557390811","https://openalex.org/W3133795085"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,74],"new":[4],"multimodal":[5],"biometric":[6,173,183],"system":[7],"integrating":[8],"facial":[9],"and":[10,18,36,39,58,112,136,164],"iris":[11],"recognition":[12],"using":[13],"discrete":[14],"wavelet":[15],"transform":[16],"(DWT)":[17],"long":[19],"short-term":[20],"memory":[21],"(LSTM)":[22],"neural":[23],"networks":[24],"enhanced":[25],"with":[26,62,88,109,134,187],"an":[27,151],"attention":[28,78],"mechanism.":[29],"DWT":[30,147],"is":[31,139,191],"effective":[32],"in":[33,57,105,128,181],"extracting":[34],"global":[35],"local":[37],"features,":[38,189],"these":[40,67,89],"extracted":[41],"traits":[42],"are":[43,148],"addressed":[44],"as":[45,107],"instances":[46],"of":[47,70,115,167],"serial":[48],"data":[49],"to":[50,53,91,117,194],"enable":[51],"LSTMs":[52],"pick":[54],"temporal":[55],"connections":[56],"provide":[59],"context-specific":[60],"continuations":[61],"continual":[63],"regularity;":[64],"other":[65],"than":[66],"factors,":[68],"improvement":[69],"the":[71,97,146,160,165],"features":[72],"has":[73,178],"major":[75],"impact":[76],"because":[77],"emphasizes":[79],"exactly":[80],"on":[81],"where":[82,131],"more":[83],"contextual":[84,94],"contribution":[85],"would":[86],"occur":[87],"elements":[90],"allow":[92],"further":[93],"insights":[95],"during":[96],"output":[98],"phase.":[99],"Experimental":[100],"results":[101],"show":[102],"commendable":[103],"gains":[104],"performance":[106],"compared":[108],"conventional":[110],"systems,":[111],"achieves":[113],"identification":[114,133,184],"up":[116],"$\\mathbf{9":[118],"9":[119,121],".":[120],"4":[122],"\\%}$.":[123],"It":[124],"can":[125],"be":[126,195],"utilized":[127],"security":[129],"environment":[130],"accurate":[132],"biometrics":[135],"proper":[137],"authentication":[138],"highly":[140],"needed.":[141],"Framework:":[142],"Features":[143],"acquired":[144],"from":[145],"integrated":[149],"inside":[150],"LSTM":[152],"network.":[153],"Thus,":[154],"it":[155],"provides":[156],"guidelines":[157],"for":[158,185],"both":[159],"structured":[161],"feeding":[162],"schedule":[163],"organizing":[166],"time":[168],"data,":[169],"thus":[170],"better":[171],"facilitating":[172],"recognition.":[174],"Though":[175],"some":[176],"progress":[177],"been":[179],"made":[180],"optimizing":[182],"individuals":[186],"varied":[188],"there":[190],"still":[192],"much":[193],"done.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
