{"id":"https://openalex.org/W3135366279","doi":"https://doi.org/10.3233/jifs-189765","title":"CNN-based Multimodal Touchless Biometric Recognition System using Gait and Speech","display_name":"CNN-based Multimodal Touchless Biometric Recognition System using Gait and Speech","publication_year":2021,"publication_date":"2021-03-05","ids":{"openalex":"https://openalex.org/W3135366279","doi":"https://doi.org/10.3233/jifs-189765","mag":"3135366279"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-189765","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189765","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"type":"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/A5057622208","display_name":"Sumit Sarin","orcid":null},"institutions":[{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sumit Sarin","raw_affiliation_strings":["Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India","institution_ids":["https://openalex.org/I36090812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048100516","display_name":"Antriksh Mittal","orcid":null},"institutions":[{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Antriksh Mittal","raw_affiliation_strings":["Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India","institution_ids":["https://openalex.org/I36090812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031294363","display_name":"Anirudh Chugh","orcid":null},"institutions":[{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anirudh Chugh","raw_affiliation_strings":["Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India","institution_ids":["https://openalex.org/I36090812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043736908","display_name":"Smriti Srivastava","orcid":"https://orcid.org/0000-0001-5678-7058"},"institutions":[{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Smriti Srivastava","raw_affiliation_strings":["Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netaji Subhas Institute of Technology, Sector-3, Dwarka, New Delhi, India","institution_ids":["https://openalex.org/I36090812"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057622208"],"corresponding_institution_ids":["https://openalex.org/I36090812"],"apc_list":null,"apc_paid":null,"fwci":0.6619,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.63664596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"42","issue":"2","first_page":"981","last_page":"990"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":1.0,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.982699990272522,"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/biometrics","display_name":"Biometrics","score":0.8463338613510132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7972062826156616},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7904322147369385},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6604652404785156},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6061549186706543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5842816233634949},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.556040346622467},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.46382322907447815},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4118348956108093},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4104788601398468},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37008532881736755},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.07219526171684265}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8463338613510132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7972062826156616},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7904322147369385},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6604652404785156},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6061549186706543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5842816233634949},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.556040346622467},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46382322907447815},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4118348956108093},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4104788601398468},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37008532881736755},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.07219526171684265},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-189765","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189765","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1936725236","https://openalex.org/W1980880311","https://openalex.org/W2016327746","https://openalex.org/W2029458478","https://openalex.org/W2068723942","https://openalex.org/W2071576700","https://openalex.org/W2076596663","https://openalex.org/W2095705004","https://openalex.org/W2103869314","https://openalex.org/W2110363498","https://openalex.org/W2117220442","https://openalex.org/W2126680226","https://openalex.org/W2136461127","https://openalex.org/W2165880886","https://openalex.org/W2339498149","https://openalex.org/W2415226946","https://openalex.org/W2526403378","https://openalex.org/W2606683276","https://openalex.org/W2717666749","https://openalex.org/W2902393108","https://openalex.org/W6674330103","https://openalex.org/W6760385162"],"related_works":["https://openalex.org/W2538303932","https://openalex.org/W4307876407","https://openalex.org/W2925351424","https://openalex.org/W2993315943","https://openalex.org/W3042568131","https://openalex.org/W3093612317","https://openalex.org/W2378705916","https://openalex.org/W2622043620","https://openalex.org/W2990710674","https://openalex.org/W4287776258"],"abstract_inverted_index":{"Person":[0],"identification":[1,45],"using":[2,47,66],"biometric":[3,19,23],"features":[4],"is":[5],"an":[6],"effective":[7],"method":[8],"for":[9,34,60,77,104],"recognizing":[10],"and":[11,55,82,98],"authenticating":[12],"the":[13,53,62,79,105,109],"identity":[14],"of":[15],"a":[16,41],"person.":[17],"Multimodal":[18],"systems":[20],"combine":[21],"different":[22,90],"modalities":[24,63],"in":[25,108],"order":[26],"to":[27],"make":[28],"better":[29],"predictions":[30],"as":[31,33],"well":[32],"achieving":[35],"increased":[36],"robustness.":[37],"This":[38],"paper":[39,71],"proposes":[40],"touchless":[42],"multimodal":[43],"person":[44],"model":[46],"deep":[48],"learning":[49],"techniques":[50],"by":[51],"combining":[52,78],"gait":[54],"speech":[56],"modalities.":[57],"Separate":[58],"pipelines":[59,81],"both":[61],"were":[64],"developed":[65],"Convolutional":[67],"Neural":[68],"Networks.":[69],"The":[70],"also":[72],"explores":[73],"various":[74,85],"fusion":[75,91,100],"strategies":[76],"two":[80],"shows":[83],"how":[84],"metrics":[86],"get":[87],"affected":[88],"with":[89],"strategies.":[92],"Results":[93],"show":[94],"that":[95],"weighted":[96],"average":[97],"product":[99],"rules":[101],"work":[102],"best":[103],"data":[106],"used":[107],"experiments.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}