{"id":"https://openalex.org/W4405489175","doi":"https://doi.org/10.1109/embc53108.2024.10782298","title":"Human Emotions Analysis and Recognition Using EEG Signals in Response to 360\u00b0 Videos","display_name":"Human Emotions Analysis and Recognition Using EEG Signals in Response to 360\u00b0 Videos","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405489175","doi":"https://doi.org/10.1109/embc53108.2024.10782298","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039543"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5111126992","display_name":"Haseeb ur Rahman Abbasi","orcid":null},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Haseeb ur Rahman Abbasi","raw_affiliation_strings":["University of Engineering and Technology,Department of Computer Engineering,Taxila,Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Department of Computer Engineering,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005675334","display_name":"Zeeshan Rashid","orcid":"https://orcid.org/0000-0002-4057-117X"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zeeshan Rashid","raw_affiliation_strings":["University of Engineering and Technology,Department of Computer Engineering,Taxila,Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Department of Computer Engineering,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080542553","display_name":"Muhammad Majid","orcid":"https://orcid.org/0000-0003-3662-2525"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Majid","raw_affiliation_strings":["University of Engineering and Technology,Department of Computer Engineering,Taxila,Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Department of Computer Engineering,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073762312","display_name":"Syed Muhammad Anwar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Syed Muhammad Anwar","raw_affiliation_strings":["Children&#x2019;s National Hospital,Sheikh Zayed Institute for Pediatric Surgical Innovation,Washington, DC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children&#x2019;s National Hospital,Sheikh Zayed Institute for Pediatric Surgical Innovation,Washington, DC","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111126992"],"corresponding_institution_ids":["https://openalex.org/I173207729"],"apc_list":null,"apc_paid":null,"fwci":1.3882,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9993000030517578,"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":0.9993000030517578,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9944000244140625,"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/T12496","display_name":"Color perception and design","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7461546659469604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.641828715801239},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5852640867233276},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5003197193145752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4857376217842102},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.43485429883003235},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2542036473751068},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13686752319335938}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7461546659469604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.641828715801239},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5852640867233276},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5003197193145752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4857376217842102},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.43485429883003235},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2542036473751068},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13686752319335938}],"mesh":[{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10782298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039543","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039543","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2002055708","https://openalex.org/W2091092758","https://openalex.org/W2198052463","https://openalex.org/W2547146855","https://openalex.org/W2599124244","https://openalex.org/W2625929003","https://openalex.org/W2774170005","https://openalex.org/W2808494222","https://openalex.org/W2887775689","https://openalex.org/W2889428017","https://openalex.org/W2966194928","https://openalex.org/W2982193060","https://openalex.org/W3172477206","https://openalex.org/W3211712736","https://openalex.org/W3214091781","https://openalex.org/W4200453943","https://openalex.org/W4210266523","https://openalex.org/W4285585446"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3126677997","https://openalex.org/W1610857240"],"abstract_inverted_index":{"Emotion":[0],"recognition":[1],"(ER)":[2],"technology":[3],"is":[4],"integral":[5],"for":[6,80,87],"developing":[7],"innovative":[8],"applications":[9],"such":[10],"as":[11],"drowsiness":[12],"detection":[13],"and":[14,51,83],"health":[15],"monitoring":[16],"that":[17],"play":[18],"a":[19,63,112,123,138],"pivotal":[20],"role":[21],"in":[22,129],"contemporary":[23],"society.":[24],"This":[25],"study":[26],"delves":[27],"into":[28],"ER":[29],"using":[30],"electroencephalography":[31],"(EEG)":[32],"within":[33],"immersive":[34],"virtual":[35],"reality":[36],"(VR)":[37],"environments.":[38],"Our":[39],"proposed":[40],"methodology":[41],"has":[42],"four":[43],"main":[44],"stages:":[45],"data":[46,93],"acquisition,":[47],"pre-processing,":[48],"feature":[49],"extraction,":[50],"emotion":[52,73],"classification.":[53],"Acknowledging":[54],"the":[55,70,76,105,130,134],"limitations":[56],"of":[57,72,107,120,127,142],"existing":[58],"2D":[59],"datasets,":[60],"we":[61,90,110],"introduce":[62],"groundbreaking":[64],"3D":[65],"VR":[66,88],"dataset":[67],"to":[68],"elevate":[69],"precision":[71],"elicitation.":[74],"Leveraging":[75],"Interaxon":[77],"Muse":[78],"headband":[79],"EEG":[81],"recording":[82],"Oculus":[84],"Quest":[85],"2":[86],"stimuli,":[89],"meticulously":[91],"recorded":[92],"from":[94],"40":[95],"participants,":[96],"prioritizing":[97],"subjects":[98],"without":[99],"reported":[100],"mental":[101],"illnesses.":[102],"To":[103],"ensure":[104],"robustness":[106],"our":[108],"model,":[109],"employed":[111],"10-fold":[113],"cross-validation,":[114],"revealing":[115],"an":[116],"average":[117],"validation":[118],"accuracy":[119,126,141],"85.54%,":[121],"with":[122],"noteworthy":[124],"maximum":[125],"90.20%":[128],"best":[131],"fold.":[132],"Subsequently,":[133],"trained":[135],"model":[136],"demonstrated":[137],"commendable":[139],"test":[140],"82.03%,":[143],"promising":[144],"favorable":[145],"outcomes.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-11T08:15:01.531666","created_date":"2025-10-10T00:00:00"}
