{"id":"https://openalex.org/W4403898075","doi":"https://doi.org/10.3389/fncom.2024.1435956","title":"Facial emotion recognition using deep quantum and advanced transfer learning mechanism","display_name":"Facial emotion recognition using deep quantum and advanced transfer learning mechanism","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403898075","doi":"https://doi.org/10.3389/fncom.2024.1435956","pmid":"https://pubmed.ncbi.nlm.nih.gov/39539995"},"language":"en","primary_location":{"id":"doi:10.3389/fncom.2024.1435956","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1435956","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1435956/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1435956/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000028489","display_name":"Shtwai Alsubai","orcid":"https://orcid.org/0000-0002-6584-7400"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Shtwai Alsubai","raw_affiliation_strings":["Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011944197","display_name":"Abdullah Alqahtani","orcid":"https://orcid.org/0000-0002-2859-1629"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdullah Alqahtani","raw_affiliation_strings":["Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005656741","display_name":"Abed Alanazi","orcid":"https://orcid.org/0000-0001-8138-009X"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abed Alanazi","raw_affiliation_strings":["Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087641073","display_name":"Mohemmed Sha","orcid":"https://orcid.org/0000-0001-6255-9529"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohemmed Sha","raw_affiliation_strings":["Department of Software Engineering, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043393776","display_name":"Abdu Gumaei","orcid":"https://orcid.org/0000-0001-8512-9687"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdu Gumaei","raw_affiliation_strings":["Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000028489"],"corresponding_institution_ids":["https://openalex.org/I142608572"],"apc_list":{"value":3295,"currency":"USD","value_usd":3295},"apc_paid":{"value":3295,"currency":"USD","value_usd":3295},"fwci":2.7552,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90825857,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"1435956","last_page":"1435956"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.1151999980211258,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.1151999980211258,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.10459999740123749,"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/T13324","display_name":"Scientific and Engineering Research Topics","score":0.06270000338554382,"subfield":{"id":"https://openalex.org/subfields/3506","display_name":"Periodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6908451318740845},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4854000508785248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4782494604587555},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4624374806880951},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4446651041507721},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3743360638618469},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3337027430534363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30146968364715576},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14289486408233643},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.06229647994041443}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6908451318740845},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4854000508785248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4782494604587555},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4624374806880951},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4446651041507721},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3743360638618469},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3337027430534363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30146968364715576},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14289486408233643},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.06229647994041443}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fncom.2024.1435956","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1435956","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1435956/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},{"id":"pmid:39539995","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39539995","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in computational neuroscience","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11557492","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11557492","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11557492/pdf/fncom-18-1435956.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Front Comput Neurosci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:eb057c2014874215b211b4701da67c33","is_oa":true,"landing_page_url":"https://doaj.org/article/eb057c2014874215b211b4701da67c33","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computational Neuroscience, Vol 18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fncom.2024.1435956","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1435956","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1435956/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8608821746","display_name":null,"funder_award_id":"PSAU/2024/01/29802","funder_id":"https://openalex.org/F4320311227","funder_display_name":"Prince Sattam bin Abdulaziz University"}],"funders":[{"id":"https://openalex.org/F4320311227","display_name":"Prince Sattam bin Abdulaziz University","ror":"https://ror.org/04jt46d36"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403898075.pdf","grobid_xml":"https://content.openalex.org/works/W4403898075.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W2888760525","https://openalex.org/W2905628412","https://openalex.org/W2908671501","https://openalex.org/W2921036759","https://openalex.org/W2922027506","https://openalex.org/W2936712672","https://openalex.org/W2942170965","https://openalex.org/W2944954104","https://openalex.org/W2945197573","https://openalex.org/W2963521256","https://openalex.org/W2963963265","https://openalex.org/W2968534587","https://openalex.org/W2970868842","https://openalex.org/W2972536991","https://openalex.org/W2980035261","https://openalex.org/W2985778816","https://openalex.org/W2990218048","https://openalex.org/W2997270872","https://openalex.org/W3006425969","https://openalex.org/W3007444020","https://openalex.org/W3007673423","https://openalex.org/W3012164575","https://openalex.org/W3012212207","https://openalex.org/W3012334084","https://openalex.org/W3013952416","https://openalex.org/W3029718410","https://openalex.org/W3034100957","https://openalex.org/W3034959412","https://openalex.org/W3037607219","https://openalex.org/W3038062331","https://openalex.org/W3039674962","https://openalex.org/W3044983307","https://openalex.org/W3045714998","https://openalex.org/W3091660421","https://openalex.org/W3098058864","https://openalex.org/W3100654524","https://openalex.org/W3104736546","https://openalex.org/W3109491312","https://openalex.org/W3118234491","https://openalex.org/W3118290699","https://openalex.org/W3118576301","https://openalex.org/W3119833370","https://openalex.org/W3120801779","https://openalex.org/W3137043336","https://openalex.org/W3154928896","https://openalex.org/W3157429286","https://openalex.org/W3158647032","https://openalex.org/W3159039389","https://openalex.org/W3163679698","https://openalex.org/W3182554863","https://openalex.org/W3196025635","https://openalex.org/W3207510357","https://openalex.org/W4200081469","https://openalex.org/W4212855986","https://openalex.org/W4213342533","https://openalex.org/W4220868306","https://openalex.org/W4223977275","https://openalex.org/W4281488040","https://openalex.org/W4289111276","https://openalex.org/W4292314404","https://openalex.org/W4295163509","https://openalex.org/W4296558638","https://openalex.org/W4297174789","https://openalex.org/W4308516693","https://openalex.org/W4311527280","https://openalex.org/W4320001418","https://openalex.org/W4324385544","https://openalex.org/W6773922472","https://openalex.org/W6794652764","https://openalex.org/W6795641562"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":{"Introduction:":[0],"Facial":[1],"expressions":[2,20,31,89,192],"have":[3],"become":[4],"a":[5,47,83,95,129,254],"common":[6],"way":[7],"for":[8,42,75,257],"interaction":[9],"among":[10],"humans.":[11],"People":[12],"cannot":[13],"comprehend":[14],"and":[15,38,107,189,203,225,238,266],"predict":[16],"the":[17,44,55,139,145,149,174,210,213,217,226,250],"emotions":[18,45],"or":[19,32,49],"of":[21,40,46,58,134,176,212,219,228],"individuals":[22],"through":[23],"simple":[24],"vision.":[25],"Thus,":[26],"in":[27,144,222],"psychology,":[28],"detecting":[29,76],"facial":[30,77,88,181,258],"emotion":[33],"analysis":[34,208],"demands":[35],"an":[36,109],"assessment":[37],"evaluation":[39],"decisions":[41],"identifying":[43],"person":[48],"any":[50],"group":[51],"during":[52],"communication.":[53],"With":[54],"recent":[56],"evolution":[57],"technology,":[59],"AI":[60],"(Artificial":[61],"Intelligence)":[62],"has":[63],"gained":[64],"significant":[65],"usage,":[66],"wherein":[67],"DL":[68],"(Deep":[69],"Learning)":[70],"based":[71],"algorithms":[72],"are":[73],"employed":[74],"expressions.":[78,182],"Methods:":[79],"The":[80,99,125,166,183,231,246],"study":[81],"proposes":[82],"system":[84,101],"design":[85],"that":[86,249],"detects":[87],"by":[90,172],"extracting":[91],"relevant":[92],"features":[93],"using":[94,195],"Modified":[96,150],"ResNet":[97],"model.":[98],"proposed":[100,167,214,251],"stacks":[102],"building-blocks":[103],"with":[104,113,148],"residual":[105,142,163,229],"connections":[106,143],"employs":[108],"advanced":[110],"extraction":[111,224],"method":[112],"quantum":[114,130,220,234],"computing,":[115],"which":[116],"significantly":[117,262],"reduces":[118],"computation":[119],"time":[120],"compared":[121,242],"to":[122,186,243],"conventional":[123],"methods.":[124],"backbone":[126],"stem":[127],"utilizes":[128],"convolutional":[131],"layer":[132],"comprised":[133],"several":[135],"parameterized":[136],"quantum-filters.":[137],"Additionally,":[138],"research":[140],"integrates":[141],"ResNet-18":[146],"model":[147,168,232],"up":[151],"Sampled":[152],"Bottle":[153],"Neck":[154],"Process":[155],"(MuS-BNP),":[156],"retaining":[157],"computational":[158],"efficacy":[159,211],"while":[160],"benefiting":[161],"from":[162],"connections.":[164,230],"Results:":[165],"demonstrates":[169],"superior":[170],"performance":[171,196,207],"overcoming":[173],"issue":[175],"maximum":[177],"similarity":[178],"within":[179],"varied":[180],"system's":[184],"ability":[185],"accurately":[187],"detect":[188],"differentiate":[190],"between":[191],"is":[193],"measured":[194],"metrics":[197],"such":[198],"as":[199],"accuracy,":[200],"F1-score,":[201],"recall,":[202],"precision.":[204],"Discussion:":[205],"This":[206],"confirms":[209],"system,":[215],"highlighting":[216],"advantages":[218],"computing":[221],"feature":[223],"integration":[227],"achieves":[233],"superiority,":[235],"providing":[236],"faster":[237],"more":[239],"accurate":[240],"computations":[241],"existing":[244],"methodologies.":[245],"results":[247],"suggest":[248],"approach":[252],"offers":[253],"promising":[255],"solution":[256],"expression":[259],"recognition":[260],"tasks,":[261],"improving":[263],"both":[264],"speed":[265],"accuracy.":[267]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
