{"id":"https://openalex.org/W4400198239","doi":"https://doi.org/10.3390/s24134239","title":"Advanced Monitoring of Manufacturing Process through Video Analytics","display_name":"Advanced Monitoring of Manufacturing Process through Video Analytics","publication_year":2024,"publication_date":"2024-06-29","ids":{"openalex":"https://openalex.org/W4400198239","doi":"https://doi.org/10.3390/s24134239","pmid":"https://pubmed.ncbi.nlm.nih.gov/39001020"},"language":"en","primary_location":{"id":"doi:10.3390/s24134239","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134239","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4239/pdf?version=1720407171","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/13/4239/pdf?version=1720407171","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089229140","display_name":"Nisar Hakam","orcid":"https://orcid.org/0000-0002-7820-3356"},"institutions":[{"id":"https://openalex.org/I190861549","display_name":"Arts et M\u00e9tiers","ror":"https://ror.org/018pp1107","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nisar Hakam","raw_affiliation_strings":["Arts et M\u00e9tiers, Institute of Technology (AMIT), 75013 Paris, France","ERM Automatismes, 84200 Carpentras, France"],"raw_orcid":"https://orcid.org/0000-0002-7820-3356","affiliations":[{"raw_affiliation_string":"Arts et M\u00e9tiers, Institute of Technology (AMIT), 75013 Paris, France","institution_ids":["https://openalex.org/I190861549"]},{"raw_affiliation_string":"ERM Automatismes, 84200 Carpentras, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001616340","display_name":"Khaled Benfriha","orcid":"https://orcid.org/0000-0002-5560-021X"},"institutions":[{"id":"https://openalex.org/I190861549","display_name":"Arts et M\u00e9tiers","ror":"https://ror.org/018pp1107","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Khaled Benfriha","raw_affiliation_strings":["Arts et M\u00e9tiers, Institute of Technology (AMIT), 75013 Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-5560-021X","affiliations":[{"raw_affiliation_string":"Arts et M\u00e9tiers, Institute of Technology (AMIT), 75013 Paris, France","institution_ids":["https://openalex.org/I190861549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049487763","display_name":"Vincent Meyrueis","orcid":"https://orcid.org/0000-0002-8713-4946"},"institutions":[{"id":"https://openalex.org/I190861549","display_name":"Arts et M\u00e9tiers","ror":"https://ror.org/018pp1107","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Meyrueis","raw_affiliation_strings":["Arts et M\u00e9tiers, Institute of Technology (AMIT), 75013 Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-8713-4946","affiliations":[{"raw_affiliation_string":"Arts et M\u00e9tiers, Institute of Technology (AMIT), 75013 Paris, France","institution_ids":["https://openalex.org/I190861549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001965820","display_name":"Cyril Liotard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cyril Liotard","raw_affiliation_strings":["ERM Automatismes, 84200 Carpentras, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ERM Automatismes, 84200 Carpentras, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089229140"],"corresponding_institution_ids":["https://openalex.org/I190861549"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.8931,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86678087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"24","issue":"13","first_page":"4239","last_page":"4239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12549","display_name":"Image and Object Detection Techniques","score":0.9675999879837036,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9501000046730042,"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":0.6443120837211609},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6290113925933838},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.6065107583999634},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5976085662841797},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5730245113372803},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5095203518867493},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4915047585964203},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39979448914527893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3200552463531494},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2756325304508209},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.22421032190322876},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10663267970085144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6443120837211609},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6290113925933838},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.6065107583999634},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5976085662841797},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5730245113372803},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5095203518867493},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4915047585964203},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39979448914527893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3200552463531494},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2756325304508209},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.22421032190322876},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10663267970085144},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24134239","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134239","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4239/pdf?version=1720407171","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:39001020","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39001020","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11244419","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11244419","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11244419/pdf/sensors-24-04239.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:dfae818c36714f28a7a9a70f43bb81d7","is_oa":true,"landing_page_url":"https://doaj.org/article/dfae818c36714f28a7a9a70f43bb81d7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 13, p 4239 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24134239","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134239","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4239/pdf?version=1720407171","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400198239.pdf","grobid_xml":"https://content.openalex.org/works/W4400198239.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1861959398","https://openalex.org/W2284111848","https://openalex.org/W2515603711","https://openalex.org/W2725507007","https://openalex.org/W2807779276","https://openalex.org/W2886783527","https://openalex.org/W2889607107","https://openalex.org/W2942426505","https://openalex.org/W2981161037","https://openalex.org/W3005113223","https://openalex.org/W3007178737","https://openalex.org/W3092613970","https://openalex.org/W3127672690","https://openalex.org/W3196759337","https://openalex.org/W3211771658","https://openalex.org/W4200414725","https://openalex.org/W4381185423","https://openalex.org/W6695686140","https://openalex.org/W6800242686","https://openalex.org/W6803606285"],"related_works":["https://openalex.org/W1539704186","https://openalex.org/W4254109238","https://openalex.org/W2399890175","https://openalex.org/W4308177873","https://openalex.org/W3202479762","https://openalex.org/W2480493049","https://openalex.org/W2592115649","https://openalex.org/W4322582183","https://openalex.org/W1937392525","https://openalex.org/W4389341988"],"abstract_inverted_index":{"The":[0,97],"digitization":[1],"of":[2,17,69,78],"production":[3,71],"systems":[4],"has":[5],"revolutionized":[6],"industrial":[7,18],"monitoring.":[8],"Analyzing":[9],"real-time":[10],"bottom-up":[11],"data":[12],"enables":[13],"the":[14,44,67,76,103,105,107,110,119,122],"dynamic":[15],"monitoring":[16],"processes.":[19],"Data":[20],"are":[21],"collected":[22],"in":[23,90,124],"various":[24],"types,":[25],"like":[26],"video":[27,64],"frames":[28],"and":[29,61,87,109],"time":[30,92],"signals.":[31],"This":[32,73],"article":[33],"focuses":[34],"on":[35,47,66],"leveraging":[36],"images":[37],"from":[38],"a":[39,48,57,70,113,125],"vision":[40],"system":[41],"to":[42,117],"monitor":[43],"manufacturing":[45],"process":[46,82],"computer":[49],"numerical":[50],"control":[51],"(CNC)":[52],"lathe":[53],"machine.":[54],"We":[55],"propose":[56],"method":[58,130],"for":[59,131],"designing":[60],"integrating":[62],"these":[63],"modules":[65],"edge":[68,123],"line.":[72],"approach":[74],"detects":[75],"presence":[77],"raw":[79],"parts,":[80],"measures":[81],"parameters,":[83],"assesses":[84],"tool":[85],"status,":[86],"checks":[88],"roughness":[89],"real":[91],"using":[93],"image":[94],"processing":[95],"techniques.":[96],"efficiency":[98],"is":[99,115],"evaluated":[100],"by":[101],"checking":[102],"deployment,":[104],"accuracy,":[106],"responsiveness,":[108],"limitations.":[111],"Finally,":[112],"perspective":[114],"offered":[116],"use":[118],"metadata":[120],"off":[121],"more":[126],"complex":[127],"artificial-intelligence":[128],"(AI)":[129],"predictive":[132],"maintenance.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}