{"id":"https://openalex.org/W4410087421","doi":"https://doi.org/10.1109/icara64554.2025.10977610","title":"3D Industrial Human Action Recognition Based on the Synergy Between Convolutional Neural Networks and Long Short-Term Memory","display_name":"3D Industrial Human Action Recognition Based on the Synergy Between Convolutional Neural Networks and Long Short-Term Memory","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4410087421","doi":"https://doi.org/10.1109/icara64554.2025.10977610"},"language":"en","primary_location":{"id":"doi:10.1109/icara64554.2025.10977610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icara64554.2025.10977610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 11th International Conference on Automation, Robotics, and Applications (ICARA)","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/A5073769370","display_name":"Mohammadamin Salimi","orcid":"https://orcid.org/0000-0003-0844-8697"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Mohammadamin Salimi","raw_affiliation_strings":["Azur&#x00E9;m Campus of University of Minho,DTx - Digital Transformation Colab,Guimar&#x00E3;es,Portugal,4800-058"],"affiliations":[{"raw_affiliation_string":"Azur&#x00E9;m Campus of University of Minho,DTx - Digital Transformation Colab,Guimar&#x00E3;es,Portugal,4800-058","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109077590","display_name":"Carla Alves","orcid":null},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carla Alves","raw_affiliation_strings":["Azur&#x00E9;m Campus of University of Minho,Algoritmi Center,Dept of Industrial Eletronics,Guimar&#x00E3;es,Portugal,4800-058"],"affiliations":[{"raw_affiliation_string":"Azur&#x00E9;m Campus of University of Minho,Algoritmi Center,Dept of Industrial Eletronics,Guimar&#x00E3;es,Portugal,4800-058","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078431494","display_name":"Andr\u00e9 Cardoso","orcid":"https://orcid.org/0000-0002-5478-3018"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Cardoso","raw_affiliation_strings":["Azur&#x00E9;m Campus of University of Minho,DTx-Digital Transformation Colab, Algoritmi Centre,Guimar&#x00E3;es,Portugal,4800-058"],"affiliations":[{"raw_affiliation_string":"Azur&#x00E9;m Campus of University of Minho,DTx-Digital Transformation Colab, Algoritmi Centre,Guimar&#x00E3;es,Portugal,4800-058","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025445248","display_name":"Estela Bicho","orcid":"https://orcid.org/0000-0003-2715-4037"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Estela Bicho","raw_affiliation_strings":["Azur&#x00E9;m Campus of University of Minho,Algoritmi Center,Dept of Industrial Eletronics,Guimar&#x00E3;es,Portugal,4800-058"],"affiliations":[{"raw_affiliation_string":"Azur&#x00E9;m Campus of University of Minho,Algoritmi Center,Dept of Industrial Eletronics,Guimar&#x00E3;es,Portugal,4800-058","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059684141","display_name":"Lu\u00eds Louro","orcid":"https://orcid.org/0000-0003-1708-8881"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Louro","raw_affiliation_strings":["Azur&#x00E9;m Campus of University of Minho,Algoritmi Center,Dept of Industrial Eletronics,Guimar&#x00E3;es,Portugal,4800-058"],"affiliations":[{"raw_affiliation_string":"Azur&#x00E9;m Campus of University of Minho,Algoritmi Center,Dept of Industrial Eletronics,Guimar&#x00E3;es,Portugal,4800-058","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060266858","display_name":"Ana Colim","orcid":"https://orcid.org/0000-0003-1138-1534"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Colim","raw_affiliation_strings":["Azur&#x00E9;m Campus of University of Minho,DTx-Digital Transformation Colab, Algoritmi Centre,Guimar&#x00E3;es,Portugal,4800-058"],"affiliations":[{"raw_affiliation_string":"Azur&#x00E9;m Campus of University of Minho,DTx-Digital Transformation Colab, Algoritmi Centre,Guimar&#x00E3;es,Portugal,4800-058","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045379032","display_name":"Jos\u00e9 J. M. Machado","orcid":"https://orcid.org/0000-0002-1094-0114"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 J. M. Machado","raw_affiliation_strings":["Universidade do Porto,Faculdade de Engenharia,Departamento de Engenharia Mec&#x00E2;nica,Porto,Portugal,4200-465"],"affiliations":[{"raw_affiliation_string":"Universidade do Porto,Faculdade de Engenharia,Departamento de Engenharia Mec&#x00E2;nica,Porto,Portugal,4200-465","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079955069","display_name":"Jo\u00e3o Nuno Tavares","orcid":"https://orcid.org/0000-0002-0596-1500"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Manual R. S. Tavares","raw_affiliation_strings":["Universidade do Porto,Faculdade de Engenharia,Departamento de Engenharia Mec&#x00E2;nica,Porto,Portugal,4200-465"],"affiliations":[{"raw_affiliation_string":"Universidade do Porto,Faculdade de Engenharia,Departamento de Engenharia Mec&#x00E2;nica,Porto,Portugal,4200-465","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030845187","display_name":"Duarte Fernandes","orcid":"https://orcid.org/0000-0001-9736-5812"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Duarte Fernandes","raw_affiliation_strings":["Azur&#x00E9;m Campus of University of Minho,DTx-Digital Transformation Colab,Guimar&#x00E3;es,Portugal,4800-058"],"affiliations":[{"raw_affiliation_string":"Azur&#x00E9;m Campus of University of Minho,DTx-Digital Transformation Colab,Guimar&#x00E3;es,Portugal,4800-058","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5073769370"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10764229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.542900025844574,"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"}},"topics":[{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.542900025844574,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.49630001187324524,"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":0.4918999969959259,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7495701313018799},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7176249027252197},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.7159884572029114},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.641787052154541},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.5728184580802917},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5470127463340759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5174801349639893},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4274347722530365},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.40078097581863403},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33661359548568726},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.29208511114120483}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7495701313018799},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7176249027252197},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.7159884572029114},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.641787052154541},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.5728184580802917},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5470127463340759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5174801349639893},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4274347722530365},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40078097581863403},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33661359548568726},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.29208511114120483},{"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/icara64554.2025.10977610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icara64554.2025.10977610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 11th International Conference on Automation, Robotics, and Applications (ICARA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2023302299","https://openalex.org/W2054780155","https://openalex.org/W2716916105","https://openalex.org/W2767979715","https://openalex.org/W2900065152","https://openalex.org/W2963097937","https://openalex.org/W3215734071","https://openalex.org/W4306253932","https://openalex.org/W4390683742","https://openalex.org/W4401283062"],"related_works":["https://openalex.org/W4391621807","https://openalex.org/W2980611886","https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W4321487865","https://openalex.org/W2330575325","https://openalex.org/W4390190241","https://openalex.org/W4386141546","https://openalex.org/W4401807425","https://openalex.org/W4404035576"],"abstract_inverted_index":{"This":[0,80],"paper":[1,81],"illustrates":[2],"a":[3,16,37,42,89],"significant":[4],"contribution":[5],"to":[6,76],"Human":[7],"Activity":[8],"Recognition":[9],"(HAR)":[10],"within":[11,106],"industrial":[12],"environments.":[13],"We":[14],"propose":[15],"deep":[17],"learning":[18],"model":[19],"that":[20],"combines":[21],"Long":[22],"Short-Term":[23],"Memory":[24],"(LSTM)":[25],"and":[26,44,50,58],"Convolutional":[27],"Neural":[28,33],"Networks":[29,34],"(CNN)":[30],"with":[31,72,92],"Recurrent":[32],"(RNN),":[35],"offering":[36],"superior":[38],"method":[39],"for":[40,97],"processing":[41],"novel":[43],"multicamera":[45],"dataset.":[46],"The":[47],"proposed":[48],"LSTM-Conv1D":[49,66],"RNN":[51,78],"models":[52],"achieved":[53],"classification":[54],"accuracies":[55],"of":[56,64],"92%":[57],"87%,":[59],"respectively,":[60],"illustrating":[61],"the":[62,65,77,84,103],"effectiveness":[63],"architecture":[67],"in":[68],"recognizing":[69],"human":[70],"actions":[71],"higher":[73],"precision":[74],"compared":[75],"model.":[79],"focuses":[82],"on":[83,87],"HAR":[85],"based":[86],"generating":[88],"comprehensive":[90],"dataset":[91],"joints":[93],"cartesian":[94],"position":[95],"data":[96],"3D":[98],"motion":[99],"analysis,":[100],"specifically":[101],"emphasizing":[102],"upper":[104],"segments":[105],"macro":[107],"action":[108],"movements.":[109]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
