{"id":"https://openalex.org/W4206537191","doi":"https://doi.org/10.1155/2022/1857406","title":"Detection of Aerobics Action Based on Convolutional Neural Network","display_name":"Detection of Aerobics Action Based on Convolutional Neural Network","publication_year":2022,"publication_date":"2022-01-05","ids":{"openalex":"https://openalex.org/W4206537191","doi":"https://doi.org/10.1155/2022/1857406","pmid":"https://pubmed.ncbi.nlm.nih.gov/35035453"},"language":"en","primary_location":{"id":"doi:10.1155/2022/1857406","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1857406","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/1857406.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2022/1857406.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088675797","display_name":"Siyu Zhang","orcid":"https://orcid.org/0000-0002-1486-6548"},"institutions":[{"id":"https://openalex.org/I157264075","display_name":"Sangmyung University","ror":"https://ror.org/01x4whx42","country_code":"KR","type":"education","lineage":["https://openalex.org/I157264075"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Siyu Zhang","raw_affiliation_strings":["Sangmyung University Seoul, 20 Hongjimun 2-gil, Jongno-gu, Seoul 03016, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Sangmyung University Seoul, 20 Hongjimun 2-gil, Jongno-gu, Seoul 03016, Republic of Korea","institution_ids":["https://openalex.org/I157264075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5088675797"],"corresponding_institution_ids":["https://openalex.org/I157264075"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.5914,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8601558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9854999780654907,"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"}},"topics":[{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9854999780654907,"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/T13567","display_name":"AI and Multimedia in Education","score":0.9854000210762024,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9840999841690063,"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":0.845310628414154},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7611066102981567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7118068933486938},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6717305183410645},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6493265628814697},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.596480667591095},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5909274220466614},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5723820328712463},{"id":"https://openalex.org/keywords/low-resolution","display_name":"Low resolution","score":0.524233877658844},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44289180636405945},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.4426710903644562},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4168073236942291},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4137098491191864},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41105201840400696},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.32741373777389526},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08015528321266174}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.845310628414154},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7611066102981567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7118068933486938},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6717305183410645},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6493265628814697},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.596480667591095},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5909274220466614},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5723820328712463},{"id":"https://openalex.org/C3019883945","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Low resolution","level":3,"score":0.524233877658844},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44289180636405945},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.4426710903644562},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4168073236942291},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4137098491191864},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41105201840400696},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.32741373777389526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08015528321266174},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2022/1857406","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1857406","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/1857406.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:35035453","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35035453","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:44d3fa4994624dc4b45bc2120cbfaeb3","is_oa":true,"landing_page_url":"https://doaj.org/article/44d3fa4994624dc4b45bc2120cbfaeb3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2022 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8754619","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8754619","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2022/1857406","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1857406","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/1857406.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206537191.pdf","grobid_xml":"https://content.openalex.org/works/W4206537191.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2846282125","https://openalex.org/W2920257908","https://openalex.org/W2963996347","https://openalex.org/W2970808747","https://openalex.org/W2990339386","https://openalex.org/W2996704929","https://openalex.org/W2998847595","https://openalex.org/W2999146124","https://openalex.org/W3000729666","https://openalex.org/W3003732786","https://openalex.org/W3013712811","https://openalex.org/W3013931888","https://openalex.org/W3015951701","https://openalex.org/W3029951326","https://openalex.org/W3032025624","https://openalex.org/W3033999396","https://openalex.org/W3121699086","https://openalex.org/W3138618695","https://openalex.org/W3150864706","https://openalex.org/W3196676412"],"related_works":["https://openalex.org/W2953187864","https://openalex.org/W2888728082","https://openalex.org/W3121197456","https://openalex.org/W3129447544","https://openalex.org/W4296995023","https://openalex.org/W2070173637","https://openalex.org/W2155400421","https://openalex.org/W3118545013","https://openalex.org/W2412281349","https://openalex.org/W4212954839"],"abstract_inverted_index":{"To":[0],"further":[1],"improve":[2],"the":[3,32,38,52,57,73,79,87,96,100,109,113,116,128],"accuracy":[4,114],"of":[5,11,89,99,115,130],"aerobics":[6,12,47,90],"action":[7,13,48],"detection,":[8],"a":[9],"method":[10,118],"detection":[14,88],"based":[15,25],"on":[16,26],"improving":[17],"multiscale":[18],"characteristics":[19],"is":[20,43,76,103],"proposed.":[21],"In":[22],"this":[23,131],"method,":[24,111],"faster":[27,36],"R-CNN":[28],"and":[29,62,112],"aiming":[30],"at":[31],"problems":[33],"existing":[34],"in":[35,56],"R-CNN,":[37],"feature":[39],"pyramid":[40],"network":[41,102],"(FPN)":[42],"used":[44],"to":[45,85,105],"extract":[46],"image":[49],"features.":[50],"So,":[51],"low-level":[53],"semantic":[54,70],"information":[55],"images":[58],"can":[59,64,119],"be":[60,65],"extracted,":[61],"it":[63],"converted":[66],"into":[67],"high-resolution":[68],"deep-level":[69],"information.":[71],"Finally,":[72],"target":[74],"detector":[75],"constructed":[77],"by":[78,107],"above-extracted":[80],"anchor":[81],"points":[82],"so":[83],"as":[84],"realize":[86],"action.":[91],"The":[92],"results":[93],"show":[94],"that":[95],"loss":[97],"function":[98],"neural":[101],"reduced":[104],"0.2":[106],"using":[108],"proposed":[110,117],"reach":[120],"96.5%":[121],"compared":[122],"with":[123],"other":[124],"methods,":[125],"which":[126],"proves":[127],"feasibility":[129],"study.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
