{"id":"https://openalex.org/W4283270279","doi":"https://doi.org/10.1109/isivc54825.2022.9800210","title":"Human Action Recognition Using Squeezed Convolutional Neural Network","display_name":"Human Action Recognition Using Squeezed Convolutional Neural Network","publication_year":2022,"publication_date":"2022-05-18","ids":{"openalex":"https://openalex.org/W4283270279","doi":"https://doi.org/10.1109/isivc54825.2022.9800210"},"language":"en","primary_location":{"id":"doi:10.1109/isivc54825.2022.9800210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isivc54825.2022.9800210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th International Symposium on Signal, Image, Video and Communications (ISIVC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5028478994","display_name":"Hakim Nasaoui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hakim Nasaoui","raw_affiliation_strings":["Choua&#x00EF;b Doukkali University Faculty of Sciences,LAROSERI, Department of computer science,El Jadida,Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Choua&#x00EF;b Doukkali University Faculty of Sciences,LAROSERI, Department of computer science,El Jadida,Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085997339","display_name":"Insaf Bellamine","orcid":"https://orcid.org/0000-0002-9339-6934"},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Insaf. Bellamine","raw_affiliation_strings":["Choua&#x00EF;b Doukkali University Faculty of Sciences,LAROSERI, Department of computer science,El Jadida,Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Choua&#x00EF;b Doukkali University Faculty of Sciences,LAROSERI, Department of computer science,El Jadida,Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101434149","display_name":"Hassan Silkan","orcid":"https://orcid.org/0009-0007-3869-5652"},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hassan Silkan","raw_affiliation_strings":["Choua&#x00EF;b Doukkali University Faculty of Sciences,LAROSERI, Department of computer science,El Jadida,Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Choua&#x00EF;b Doukkali University Faculty of Sciences,LAROSERI, Department of computer science,El Jadida,Morocco","institution_ids":["https://openalex.org/I4210125507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210125507"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9990000128746033,"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":0.996999979019165,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8531843423843384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8412710428237915},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.729456901550293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7188471555709839},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6583516597747803},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6432614326477051},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48752495646476746},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46885380148887634},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38761743903160095}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8531843423843384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8412710428237915},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.729456901550293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7188471555709839},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6583516597747803},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6432614326477051},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48752495646476746},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46885380148887634},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38761743903160095},{"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/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"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/isivc54825.2022.9800210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isivc54825.2022.9800210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th International Symposium on Signal, Image, Video and Communications (ISIVC)","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":26,"referenced_works":["https://openalex.org/W1420992503","https://openalex.org/W1489737693","https://openalex.org/W1797109199","https://openalex.org/W1999192586","https://openalex.org/W2016053056","https://openalex.org/W2049209908","https://openalex.org/W2055228459","https://openalex.org/W2068611653","https://openalex.org/W2097437738","https://openalex.org/W2100916003","https://openalex.org/W2105101328","https://openalex.org/W2142194269","https://openalex.org/W2156303437","https://openalex.org/W2162451865","https://openalex.org/W2279098554","https://openalex.org/W2751159520","https://openalex.org/W2792966851","https://openalex.org/W2809252504","https://openalex.org/W2913932061","https://openalex.org/W6638444622","https://openalex.org/W6650119170","https://openalex.org/W6674760606","https://openalex.org/W6682864246","https://openalex.org/W6684055367","https://openalex.org/W6695314431","https://openalex.org/W6743610700"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W1576128429","https://openalex.org/W2269464716"],"abstract_inverted_index":{"In":[0,17],"recent":[1],"years,":[2],"Convolutional":[3],"Neural":[4],"Network":[5],"(CNN)":[6],"gained":[7],"great":[8],"success":[9],"in":[10,14],"many":[11],"applications,":[12],"especially":[13],"computer":[15],"vision.":[16],"this":[18],"paper":[19],"we":[20],"propose":[21],"a":[22,57],"novel":[23],"deep":[24],"learning":[25],"approach":[26],"for":[27],"Human":[28],"Action":[29],"Recognition":[30],"inspired":[31],"by":[32],"one":[33],"of":[34],"the":[35,51],"most":[36],"popular":[37],"architectures":[38],"being":[39],"SqueezeNet":[40],"with":[41],"an":[42],"incredibly":[43],"small":[44],"model":[45,53],"size.":[46],"The":[47],"results":[48],"show":[49],"that":[50],"proposed":[52],"performs":[54],"well":[55,61],"on":[56],"KTH":[58],"dataset":[59,64],"as":[60,62],"UCF-Sport":[63]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
