{"id":"https://openalex.org/W3215807065","doi":"https://doi.org/10.3390/s21237941","title":"Human Action Recognition: A Paradigm of Best Deep Learning Features Selection and Serial Based Extended Fusion","display_name":"Human Action Recognition: A Paradigm of Best Deep Learning Features Selection and Serial Based Extended Fusion","publication_year":2021,"publication_date":"2021-11-28","ids":{"openalex":"https://openalex.org/W3215807065","doi":"https://doi.org/10.3390/s21237941","mag":"3215807065","pmid":"https://pubmed.ncbi.nlm.nih.gov/34883944"},"language":"en","primary_location":{"id":"doi:10.3390/s21237941","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237941","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7941/pdf?version=1638156195","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/23/7941/pdf?version=1638156195","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112245387","display_name":"Seemab Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I29698356","display_name":"HITEC University","ror":"https://ror.org/013d87239","country_code":"PK","type":"education","lineage":["https://openalex.org/I29698356"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Seemab Khan","raw_affiliation_strings":["Department of Computer Science, HITEC University Taxila, Txila 47080, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, HITEC University Taxila, Txila 47080, Pakistan","institution_ids":["https://openalex.org/I29698356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100710942","display_name":"Muhammad Attique Khan","orcid":"https://orcid.org/0000-0002-6347-4890"},"institutions":[{"id":"https://openalex.org/I29698356","display_name":"HITEC University","ror":"https://ror.org/013d87239","country_code":"PK","type":"education","lineage":["https://openalex.org/I29698356"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Attique Khan","raw_affiliation_strings":["Department of Computer Science, HITEC University Taxila, Txila 47080, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-6347-4890","affiliations":[{"raw_affiliation_string":"Department of Computer Science, HITEC University Taxila, Txila 47080, Pakistan","institution_ids":["https://openalex.org/I29698356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067940140","display_name":"Majed Alhaisoni","orcid":"https://orcid.org/0000-0002-0231-6899"},"institutions":[{"id":"https://openalex.org/I4210088963","display_name":"University of Ha'il","ror":"https://ror.org/013w98a82","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210088963"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Majed Alhaisoni","raw_affiliation_strings":["College of Computer Science and Engineering, University of Ha\u2019il, Ha\u2019il 55211, Saudi Arabia","College of Computer Science and Engineering, University of Ha'il, Ha'il 55211, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Ha\u2019il, Ha\u2019il 55211, Saudi Arabia","institution_ids":["https://openalex.org/I4210088963"]},{"raw_affiliation_string":"College of Computer Science and Engineering, University of Ha'il, Ha'il 55211, Saudi Arabia","institution_ids":["https://openalex.org/I4210088963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088139460","display_name":"Usman Tariq","orcid":"https://orcid.org/0000-0001-7672-1187"},"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":"Usman Tariq","raw_affiliation_strings":["College of Computer Engineering and Science, Prince Sattam Bin Abdulaziz University, Al-Kharaj 11942, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-7672-1187","affiliations":[{"raw_affiliation_string":"College of Computer Engineering and Science, Prince Sattam Bin Abdulaziz University, Al-Kharaj 11942, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023156035","display_name":"Hwan-Seung Yong","orcid":null},"institutions":[{"id":"https://openalex.org/I138925566","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05","country_code":"KR","type":"education","lineage":["https://openalex.org/I138925566"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hwan-Seung Yong","raw_affiliation_strings":["Department of Computer Science & Engineering, Ewha Womans University, Seoul 120-750, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Ewha Womans University, Seoul 120-750, Korea","institution_ids":["https://openalex.org/I138925566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064456444","display_name":"Ammar Armghan","orcid":"https://orcid.org/0000-0002-9062-7493"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ammar Armghan","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, Jouf University, Sakakah 72311, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9062-7493","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, Jouf University, Sakakah 72311, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089130898","display_name":"Fayadh Alenezi","orcid":"https://orcid.org/0000-0002-4099-1254"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fayadh Alenezi","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, Jouf University, Sakakah 72311, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-4099-1254","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, Jouf University, Sakakah 72311, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100710942"],"corresponding_institution_ids":["https://openalex.org/I29698356"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":4.8017,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.96420329,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"21","issue":"23","first_page":"7941","last_page":"7941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9987999796867371,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7750605344772339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7432335019111633},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6875135898590088},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5891084671020508},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5079904198646545},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5068326592445374},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49694088101387024},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46191027760505676},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4577135443687439},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11424046754837036}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7750605344772339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7432335019111633},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6875135898590088},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5891084671020508},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5079904198646545},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5068326592445374},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49694088101387024},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46191027760505676},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4577135443687439},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11424046754837036},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D000465","descriptor_name":"Algorithms","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":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21237941","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237941","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7941/pdf?version=1638156195","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34883944","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34883944","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:59476f22c0304f7aa5cdd442003524ab","is_oa":true,"landing_page_url":"https://doaj.org/article/59476f22c0304f7aa5cdd442003524ab","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":"Sensors, Vol 21, Iss 23, p 7941 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/23/7941/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21237941","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 21; Issue 23; Pages: 7941","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8659437","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8659437","pdf_url":null,"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21237941","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237941","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7941/pdf?version=1638156195","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321365","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215807065.pdf","grobid_xml":"https://content.openalex.org/works/W3215807065.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2112676096","https://openalex.org/W2142194269","https://openalex.org/W2161381512","https://openalex.org/W2163605009","https://openalex.org/W2220019228","https://openalex.org/W2327049400","https://openalex.org/W2568838907","https://openalex.org/W2587369645","https://openalex.org/W2618530766","https://openalex.org/W2770265759","https://openalex.org/W2789641460","https://openalex.org/W2791422233","https://openalex.org/W2794284562","https://openalex.org/W2884001105","https://openalex.org/W2903824448","https://openalex.org/W2912814345","https://openalex.org/W2936610935","https://openalex.org/W2962722475","https://openalex.org/W2963446712","https://openalex.org/W2966450377","https://openalex.org/W2989417270","https://openalex.org/W2992424090","https://openalex.org/W2998506103","https://openalex.org/W3011785450","https://openalex.org/W3011934803","https://openalex.org/W3013682536","https://openalex.org/W3014738121","https://openalex.org/W3023211159","https://openalex.org/W3026266985","https://openalex.org/W3046891004","https://openalex.org/W3088330075","https://openalex.org/W3093568604","https://openalex.org/W3094015834","https://openalex.org/W3110129313","https://openalex.org/W3111513206","https://openalex.org/W3111705791","https://openalex.org/W3117672266","https://openalex.org/W3120946080","https://openalex.org/W3127053039","https://openalex.org/W3139420163","https://openalex.org/W3161837887","https://openalex.org/W3173590174","https://openalex.org/W3176704494","https://openalex.org/W3193939840","https://openalex.org/W3195079929","https://openalex.org/W3197567964","https://openalex.org/W3197576140","https://openalex.org/W3198221794","https://openalex.org/W3200211655","https://openalex.org/W3203290016","https://openalex.org/W3205234370","https://openalex.org/W3206007989","https://openalex.org/W3212607673","https://openalex.org/W4205161481","https://openalex.org/W4234941618","https://openalex.org/W4239509191","https://openalex.org/W4286656544","https://openalex.org/W6684191040","https://openalex.org/W6688413633","https://openalex.org/W6701383950","https://openalex.org/W6731616869","https://openalex.org/W6783621337","https://openalex.org/W6792041176","https://openalex.org/W6795277068","https://openalex.org/W6800369013","https://openalex.org/W6800492434","https://openalex.org/W6801752924"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4223943233","https://openalex.org/W4312200629","https://openalex.org/W4360585206","https://openalex.org/W4364306694","https://openalex.org/W4380086463","https://openalex.org/W4225161397","https://openalex.org/W3014300295","https://openalex.org/W2546942002","https://openalex.org/W2946016983"],"abstract_inverted_index":{"Human":[0],"action":[1],"recognition":[2],"(HAR)":[3],"has":[4,87],"gained":[5],"significant":[6,89],"attention":[7],"recently":[8],"as":[9,136,188],"it":[10],"can":[11],"be":[12,55,65],"adopted":[13],"for":[14,91,94,107],"a":[15,24,102],"smart":[16],"surveillance":[17,68],"system":[18],"in":[19,34,47,67,73,220],"Multimedia.":[20],"However,":[21],"HAR":[22,92],"is":[23,105],"challenging":[25],"task":[26],"because":[27],"of":[28,31,76,82,113,179,203,222],"the":[29,48,74,80,125,141,148,156,177,180,198,214,227],"variety":[30],"human":[32],"actions":[33],"daily":[35],"life.":[36],"Various":[37],"solutions":[38],"based":[39,150],"on":[40,210],"computer":[41],"vision":[42],"(CV)":[43],"have":[44],"been":[45],"proposed":[46,106,110,181,199],"literature":[49],"which":[50,62],"did":[51],"not":[52],"prove":[53],"to":[54,58,64],"successful":[56],"due":[57],"large":[59],"video":[60],"sequences":[61],"need":[63],"processed":[66],"systems.":[69,97],"The":[70,109,165],"problem":[71],"exacerbates":[72],"presence":[75],"multi-view":[77,95],"cameras.":[78],"Recently,":[79],"development":[81],"deep":[83,143],"learning":[84,173],"(DL)-based":[85],"systems":[86],"shown":[88],"success":[90],"even":[93],"camera":[96],"In":[98],"this":[99],"research":[100],"work,":[101],"DL-based":[103],"design":[104,111,200],"HAR.":[108],"consists":[112],"multiple":[114],"steps":[115],"including":[116],"feature":[117,119,122,127,215],"mapping,":[118],"fusion":[120],"and":[121,138,192,207],"selection.":[123],"For":[124],"initial":[126],"mapping":[128],"step,":[129],"two":[130],"pre-trained":[131],"models":[132],"are":[133,145,159,168],"considered,":[134],"such":[135,187],"DenseNet201":[137],"InceptionV3.":[139],"Later,":[140],"extracted":[142],"features":[144,158,167],"fused":[146],"using":[147,161,170],"Serial":[149],"Extended":[151],"(SbE)":[152],"approach.":[153],"Later":[154],"on,":[155],"best":[157],"selected":[160,166],"Kurtosis-controlled":[162],"Weighted":[163],"KNN.":[164],"classified":[169],"several":[171,185],"supervised":[172],"algorithms.":[174],"To":[175],"show":[176],"efficacy":[178],"design,":[182],"we":[183],"used":[184],"datasets,":[186],"KTH,":[189],"IXMAS,":[190],"WVU,":[191],"Hollywood.":[193],"Experimental":[194],"results":[195],"showed":[196],"that":[197],"achieved":[201],"accuracies":[202],"99.3%,":[204],"97.4%,":[205],"99.8%,":[206],"99.9%,":[208],"respectively,":[209],"these":[211],"datasets.":[212],"Furthermore,":[213],"selection":[216],"step":[217],"performed":[218],"better":[219],"terms":[221],"computational":[223],"time":[224],"compared":[225],"with":[226],"state-of-the-art.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}