{"id":"https://openalex.org/W3165302318","doi":"https://doi.org/10.1109/ssd52085.2021.9429429","title":"3D CNN for Human Action Recognition","display_name":"3D CNN for Human Action Recognition","publication_year":2021,"publication_date":"2021-03-22","ids":{"openalex":"https://openalex.org/W3165302318","doi":"https://doi.org/10.1109/ssd52085.2021.9429429","mag":"3165302318"},"language":"en","primary_location":{"id":"doi:10.1109/ssd52085.2021.9429429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd52085.2021.9429429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","raw_type":"proceedings-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/A5029990610","display_name":"Sameh Neili Boualia","orcid":"https://orcid.org/0000-0002-5525-4505"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Sameh Neili Boualia","raw_affiliation_strings":["Universit\u00e9 de Sousse, Ecole Nationale d'Ing\u00e9nieurs de Sousse, LATIS-Laboratory of Advanced Technology and Intelligent Systems, Sousse, Tunisie"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Sousse, Ecole Nationale d'Ing\u00e9nieurs de Sousse, LATIS-Laboratory of Advanced Technology and Intelligent Systems, Sousse, Tunisie","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050773373","display_name":"Najoua Essoukri Ben Amara","orcid":"https://orcid.org/0000-0001-7914-0644"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Najoua Essoukri Ben Amara","raw_affiliation_strings":["Universit\u00e9 de Sousse, Ecole Nationale d'Ing\u00e9nieurs de Sousse, LATIS-Laboratory of Advanced Technology and Intelligent Systems, Sousse, Tunisie"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Sousse, Ecole Nationale d'Ing\u00e9nieurs de Sousse, LATIS-Laboratory of Advanced Technology and Intelligent Systems, Sousse, Tunisie","institution_ids":["https://openalex.org/I8636806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029990610"],"corresponding_institution_ids":["https://openalex.org/I8636806"],"apc_list":null,"apc_paid":null,"fwci":0.9607,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.7701634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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":1.0,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9977999925613403,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.8368933200836182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8068108558654785},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7976756691932678},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7879670858383179},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7205860614776611},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.5566860437393188},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5484819412231445},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48525357246398926},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48246365785598755},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4322880506515503},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41321420669555664},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3517147898674011}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8368933200836182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8068108558654785},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7976756691932678},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7879670858383179},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7205860614776611},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.5566860437393188},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5484819412231445},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48525357246398926},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48246365785598755},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4322880506515503},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41321420669555664},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3517147898674011},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssd52085.2021.9429429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd52085.2021.9429429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W259216465","https://openalex.org/W639708223","https://openalex.org/W787785461","https://openalex.org/W790225446","https://openalex.org/W1522734439","https://openalex.org/W1601848048","https://openalex.org/W1728842521","https://openalex.org/W1744759976","https://openalex.org/W1912967058","https://openalex.org/W1948369226","https://openalex.org/W1962468782","https://openalex.org/W1983364832","https://openalex.org/W1985912834","https://openalex.org/W2008284671","https://openalex.org/W2034014085","https://openalex.org/W2068611653","https://openalex.org/W2079846689","https://openalex.org/W2101234009","https://openalex.org/W2122346146","https://openalex.org/W2123737232","https://openalex.org/W2150913357","https://openalex.org/W2156303437","https://openalex.org/W2158169396","https://openalex.org/W2200528286","https://openalex.org/W2235034809","https://openalex.org/W2293983223","https://openalex.org/W2533739470","https://openalex.org/W2547204448","https://openalex.org/W2562067889","https://openalex.org/W2593722617","https://openalex.org/W2609621502","https://openalex.org/W2609703521","https://openalex.org/W2612680603","https://openalex.org/W2765534921","https://openalex.org/W2791460829","https://openalex.org/W2999794487","https://openalex.org/W3022200071","https://openalex.org/W3086928989","https://openalex.org/W3089807207","https://openalex.org/W4249279051","https://openalex.org/W6637572315","https://openalex.org/W6675354045","https://openalex.org/W6678557583","https://openalex.org/W6682864246","https://openalex.org/W6689710714","https://openalex.org/W6782999840"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4377865163","https://openalex.org/W3193857078","https://openalex.org/W2888956734","https://openalex.org/W4315865067","https://openalex.org/W3208304128"],"abstract_inverted_index":{"Recognizing":[0],"different":[1],"human":[2,63,175],"actions":[3,176],"from":[4],"still":[5,54],"images":[6],"or":[7],"videos":[8],"is":[9,118,143],"an":[10],"important":[11],"research":[12,48],"area":[13],"in":[14,62,148,190],"the":[15,46,59,71,81,119,149,170,187],"computer":[16],"vision":[17],"and":[18,41,67,70,133,179,182],"artificial":[19],"intelligence":[20],"domains.":[21],"It":[22,124],"represents":[23],"a":[24,28,136,144,159,164],"key":[25],"step":[26],"for":[27,93],"wide":[29],"range":[30],"of":[31,73,83,138,151,177,186],"applications":[32],"including:":[33,58],"human-computer":[34],"interaction,":[35],"ambient":[36],"assisted":[37],"living,":[38],"intelligent":[39],"driving":[40],"video":[42],"surveillance.":[43],"However,":[44],"unless":[45],"many":[47,55,88],"works":[49],"being":[50],"involved,":[51],"there":[52],"are":[53,90],"challenges":[56],"ahead":[57],"high":[60],"changes":[61,69],"body":[64],"shapes,":[65],"clothing":[66],"viewpoint":[68],"conditions":[72],"system":[74],"acquisition":[75],"(illumination":[76],"variations,":[77],"occlusions,":[78],"etc.).":[79],"With":[80],"emergence":[82],"new":[84,146],"deep":[85,104,115,152],"learning":[86,102,105,110,116],"techniques,":[87],"approaches":[89],"recently":[91],"proposed":[92],"Human":[94],"Action":[95],"Recognition":[96],"(HAR).":[97],"Compared":[98],"with":[99],"conventional":[100],"machine":[101],"methods,":[103],"techniques":[106],"have":[107],"more":[108],"powerful":[109],"ability.":[111],"The":[112],"most":[113],"wide-spread":[114],"approach":[117,161],"Convolutional":[120],"Neural":[121],"Network":[122],"(CNN/ConvNets).":[123],"has":[125],"shown":[126],"remarkable":[127],"achievements":[128],"due":[129],"to":[130,173,192],"its":[131],"precision":[132],"robustness.":[134],"As":[135],"branch":[137],"neural":[139],"network,":[140],"3D":[141,165],"CNN":[142,166],"relatively":[145],"technique":[147],"field":[150],"learning.":[153],"In":[154],"this":[155],"paper,":[156],"we":[157,183],"propose":[158],"HAR":[160],"based":[162],"on":[163],"model.":[167],"We":[168],"apply":[169],"developed":[171],"model":[172],"recognize":[174],"KTH":[178],"J-HMDB":[180],"datasets,":[181],"achieve":[184],"state":[185],"art":[188],"performance":[189],"comparison":[191],"baseline":[193],"methods.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
