{"id":"https://openalex.org/W4312095833","doi":"https://doi.org/10.1109/cisp-bmei56279.2022.9980092","title":"Research on an Effective Human Action Recognition Model Based on 3D CNN","display_name":"Research on an Effective Human Action Recognition Model Based on 3D CNN","publication_year":2022,"publication_date":"2022-11-05","ids":{"openalex":"https://openalex.org/W4312095833","doi":"https://doi.org/10.1109/cisp-bmei56279.2022.9980092"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei56279.2022.9980092","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei56279.2022.9980092","pdf_url":null,"source":{"id":"https://openalex.org/S4363605502","display_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5100379850","display_name":"Yupeng Wang","orcid":"https://orcid.org/0000-0003-4170-3952"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yupeng Wang","raw_affiliation_strings":["Linyi University, School of Information Science and Engineering,Linyi,China","Linyi University, School of Information Science and Engineering, Linyi, China"],"affiliations":[{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]},{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering, Linyi, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112376119","display_name":"Shuqing He","orcid":null},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqing He","raw_affiliation_strings":["Linyi University, School of Information Science and Engineering,Linyi,China","Linyi University, School of Information Science and Engineering, Linyi, China"],"affiliations":[{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]},{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering, Linyi, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101698226","display_name":"Xiaowei Wei","orcid":"https://orcid.org/0000-0003-2157-505X"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Wei","raw_affiliation_strings":["Linyi University, School of Information Science and Engineering,Linyi,China","Linyi University, School of Information Science and Engineering, Linyi, China"],"affiliations":[{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]},{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering, Linyi, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038163869","display_name":"Samuel Akolade George","orcid":null},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Samuel Akolade George","raw_affiliation_strings":["Linyi University, School of Information Science and Engineering,Linyi,China","Linyi University, School of Information Science and Engineering, Linyi, China"],"affiliations":[{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]},{"raw_affiliation_string":"Linyi University, School of Information Science and Engineering, Linyi, China","institution_ids":["https://openalex.org/I15823474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100379850"],"corresponding_institution_ids":["https://openalex.org/I15823474"],"apc_list":null,"apc_paid":null,"fwci":0.2987,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64045422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9950000047683716,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8363988399505615},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6210165023803711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6184239983558655},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6010409593582153},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.5638949275016785},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5452083945274353},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.44985660910606384},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4496392607688904},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42732763290405273},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4215327501296997},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.41887378692626953},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39358100295066833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35825175046920776},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33792948722839355},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11032792925834656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8363988399505615},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6210165023803711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6184239983558655},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6010409593582153},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.5638949275016785},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5452083945274353},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.44985660910606384},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4496392607688904},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42732763290405273},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4215327501296997},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.41887378692626953},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39358100295066833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35825175046920776},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33792948722839355},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11032792925834656},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei56279.2022.9980092","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei56279.2022.9980092","pdf_url":null,"source":{"id":"https://openalex.org/S4363605502","display_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7205701554","display_name":null,"funder_award_id":"ZR2020MF058,ZR2020MF029,ZR2021MF048","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8573450257","display_name":null,"funder_award_id":"40621079","funder_id":"https://openalex.org/F4320323252","funder_display_name":"Linyi University"}],"funders":[{"id":"https://openalex.org/F4320323252","display_name":"Linyi University","ror":"https://ror.org/01knv0402"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2106996050","https://openalex.org/W2139594308","https://openalex.org/W2464708700","https://openalex.org/W2573854917","https://openalex.org/W2586990006","https://openalex.org/W2619947201","https://openalex.org/W2777186991","https://openalex.org/W2884696388","https://openalex.org/W2902418641","https://openalex.org/W2908939556","https://openalex.org/W2944090748","https://openalex.org/W2963616706","https://openalex.org/W3013427177","https://openalex.org/W3016538163","https://openalex.org/W3026784707","https://openalex.org/W3086928989","https://openalex.org/W3108235655","https://openalex.org/W3129599607","https://openalex.org/W3154187886","https://openalex.org/W3157685993","https://openalex.org/W3193806661","https://openalex.org/W6731512314","https://openalex.org/W6756703393","https://openalex.org/W6782999840","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W1975325338","https://openalex.org/W3181401746","https://openalex.org/W2982423860"],"abstract_inverted_index":{"Most":[0],"of":[1,41,45,48,54,67,75,90,108,120,128,135,146],"the":[2,38,42,49,52,58,63,84,88,100,109,117,121,125,133,144],"human":[3,17,55,68,76,136],"action":[4,56,69,77,91,129,137],"recognition":[5,70,78,92,102,138],"systems":[6],"based":[7,139],"on":[8,30,140],"3-Dimensional":[9],"Convolutional":[10],"Neural":[11],"Network":[12],"(3D":[13],"CNN)":[14],"architecture":[15],"recognize":[16],"actions":[18],"frame":[19,21,47],"by":[20,83],"in":[22,51,143],"video":[23,50],"streams,":[24],"which":[25],"need":[26],"to":[27,95],"be":[28],"deployed":[29],"high-performance":[31],"platforms":[32],"such":[33],"as":[34],"cloud":[35],"servers.":[36],"Through":[37],"targeted":[39],"optimization":[40,74],"processing":[43,65],"method":[44],"each":[46],"process":[53],"recognition,":[57,130],"computing":[59,148],"power":[60,149],"requirements":[61,119],"and":[62,81,87,99,131],"total":[64,101,110],"time":[66,103,111],"are":[71],"reduced.":[72],"The":[73],"is":[79,93,104],"tested":[80],"verified":[82],"Kinetics-700":[85],"dataset,":[86],"accuracy":[89],"similar":[94],"that":[96],"before":[97,112],"optimization,":[98],"only":[105],"14.1":[106],"%":[107],"optimization.":[113],"It":[114],"effectively":[115],"reduces":[116],"performance":[118,127],"deployment":[122],"platform,":[123],"improves":[124],"real-time":[126],"increases":[132],"practicability":[134],"deep":[141],"learning":[142],"application":[145],"low":[147],"platforms.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}