{"id":"https://openalex.org/W7225316655","doi":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208","title":"AI-Based Real-Time Worker Safety Monitoring and Alert System","display_name":"AI-Based Real-Time Worker Safety Monitoring and Alert System","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225316655","doi":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208"},"language":"en","primary_location":{"id":"doi:10.36948/ijfmr.2026.v08i06.91208","doi":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208","is_oa":true,"landing_page_url":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208","pdf_url":"https://www.ijfmr.com/papers/2026/6/91208.pdf","source":{"id":"https://openalex.org/S4210207214","display_name":"International Journal For Multidisciplinary Research","issn_l":"2582-2160","issn":["2582-2160"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal For Multidisciplinary Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.ijfmr.com/papers/2026/6/91208.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160804654","display_name":"Ajay Kole","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ajay Kole","raw_affiliation_strings":["Department of Artificial Intelligence and Machine Learning , International Centre of Excellence in Engineering and Management (ICEEM) , Maharashtra , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Machine Learning , International Centre of Excellence in Engineering and Management (ICEEM) , Maharashtra , India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5160804654"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.7724999785423279,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.7724999785423279,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.2037000060081482,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.0032999999821186066,"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/worker-safety-monitoring","display_name":"worker safety monitoring","score":0.9929999709129333},{"id":"https://openalex.org/keywords/personal-protective-equipment-compliance","display_name":"personal protective equipment compliance","score":0.746999979019165},{"id":"https://openalex.org/keywords/construction-safety","display_name":"construction safety","score":0.5920000076293945},{"id":"https://openalex.org/keywords/yolo","display_name":"YOLO","score":0.8489999771118164},{"id":"https://openalex.org/keywords/real-time-video-surveillance","display_name":"real-time video surveillance","score":0.7979999780654907},{"id":"https://openalex.org/keywords/safety-alert-system","display_name":"safety alert system","score":0.8119999766349792},{"id":"https://openalex.org/keywords/sms-alerts","display_name":"SMS alerts","score":0.6230000257492065},{"id":"https://openalex.org/keywords/voice-alerts","display_name":"voice alerts","score":0.921999990940094},{"id":"https://openalex.org/keywords/safety-violation-detection","display_name":"safety violation detection","score":0.4690000116825104}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5824999809265137},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.5605999827384949},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5235000252723694},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48179998993873596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43939998745918274},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4242999851703644},{"id":"https://openalex.org/C2779110517","wikidata":"https://www.wikidata.org/wiki/Q1240788","display_name":"Supervisor","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.3959999978542328},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.382999986410141},{"id":"https://openalex.org/C2780668467","wikidata":"https://www.wikidata.org/wiki/Q1333024","display_name":"Personal protective equipment","level":5,"score":0.376800000667572},{"id":"https://openalex.org/C2779011373","wikidata":"https://www.wikidata.org/wiki/Q3962191","display_name":"Notification system","level":2,"score":0.3653999865055084},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.3637999892234802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33500000834465027},{"id":"https://openalex.org/C2994270382","wikidata":"https://www.wikidata.org/wiki/Q2296401","display_name":"Phone call","level":3,"score":0.32749998569488525},{"id":"https://openalex.org/C2992278090","wikidata":"https://www.wikidata.org/wiki/Q629029","display_name":"Work safety","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C2776987312","wikidata":"https://www.wikidata.org/wiki/Q19693316","display_name":"First responder","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C2777488183","wikidata":"https://www.wikidata.org/wiki/Q6900510","display_name":"Safety monitoring","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C132835097","wikidata":"https://www.wikidata.org/wiki/Q7663745","display_name":"System safety","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C2776666747","wikidata":"https://www.wikidata.org/wiki/Q1135322","display_name":"Modbus","level":3,"score":0.25999999046325684},{"id":"https://openalex.org/C2984771860","wikidata":"https://www.wikidata.org/wiki/Q22645","display_name":"Smart phone","level":2,"score":0.258899986743927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36948/ijfmr.2026.v08i06.91208","doi":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208","is_oa":true,"landing_page_url":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208","pdf_url":"https://www.ijfmr.com/papers/2026/6/91208.pdf","source":{"id":"https://openalex.org/S4210207214","display_name":"International Journal For Multidisciplinary Research","issn_l":"2582-2160","issn":["2582-2160"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal For Multidisciplinary Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36948/ijfmr.2026.v08i06.91208","doi":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208","is_oa":true,"landing_page_url":"https://doi.org/10.36948/ijfmr.2026.v08i06.91208","pdf_url":"https://www.ijfmr.com/papers/2026/6/91208.pdf","source":{"id":"https://openalex.org/S4210207214","display_name":"International Journal For Multidisciplinary Research","issn_l":"2582-2160","issn":["2582-2160"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal For Multidisciplinary Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5230000019073486,"id":"https://metadata.un.org/sdg/8"},{"display_name":"Good health and well-being","score":0.504800021648407,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337041","display_name":"Department of Artificial Intelligence, Korea University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225316655.pdf","grobid_xml":"https://content.openalex.org/works/W7225316655.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W3162113798","https://openalex.org/W4283027823"],"related_works":["https://openalex.org/W7161733668","https://openalex.org/W4409378118","https://openalex.org/W7204491382","https://openalex.org/W7204488204","https://openalex.org/W7160242085","https://openalex.org/W4411834475","https://openalex.org/W7221655734","https://openalex.org/W4412820642","https://openalex.org/W7130836331","https://openalex.org/W4319787702"],"abstract_inverted_index":{"Construction":[0],"and":[1,18,72,83,98,102,118,152,209],"industrial":[2],"work":[3],"often":[4],"involve":[5],"hazards":[6],"that":[7,144,153],"can":[8,147],"be":[9,33],"reduced":[10],"when":[11],"personal":[12,74],"protective":[13,75],"equipment":[14,76],"is":[15,92,127,196],"used":[16,93],"correctly":[17],"safety":[19,48,150,204],"concerns":[20],"are":[21,110,211],"reported":[22,161],"quickly.":[23],"Manual":[24],"observation":[25],"remains":[26],"important,":[27],"but":[28],"a":[29,43,56,66,103,120,131,169,173,179,185,221],"supervisor":[30],"may":[31],"not":[32,167,190],"able":[34],"to":[35,69,94,198],"watch":[36],"every":[37],"worker":[38,47],"continuously.":[39],"This":[40],"paper":[41,165],"presents":[42],"prototype":[44,113,195],"for":[45],"real-time":[46],"monitoring":[49],"using":[50],"computer":[51],"vision.":[52],"The":[53,140,194],"system":[54],"uses":[55],"custom-trained":[57],"You":[58],"Only":[59],"Look":[60],"Once":[61],"(YOLO)":[62],"object-detection":[63],"model":[64],"with":[65,214],"webcam":[67],"feed":[68],"identify":[70],"workers":[71],"visible":[73],"categories,":[77],"including":[78],"helmets,":[79],"goggles,":[80],"gloves,":[81],"boots":[82],"vests,":[84],"as":[85,87],"well":[86],"selected":[88,149],"non-compliance":[89],"classes.":[90],"OpenCV":[91],"process":[95],"camera":[96],"frames":[97],"display":[99,148],"detection":[100,171],"boxes":[101],"safety-status":[104],"panel.":[105],"When":[106],"configured":[107],"violation":[108],"classes":[109],"detected,":[111],"the":[112,137,145,160,215],"displays":[114],"an":[115,154],"on-screen":[116],"warning":[117],"produces":[119],"voice":[121],"alert.":[122],"An":[123],"SMS":[124,181],"notification":[125,133,156],"workflow":[126],"also":[128],"demonstrated":[129],"through":[130],"phone":[132],"screenshot":[134],"supplied":[135],"from":[136],"project":[138],"test.":[139],"current":[141],"evidence":[142],"confirms":[143],"application":[146],"alerts":[151],"SMS-style":[155],"was":[157],"received":[158],"during":[159],"demonstration.":[162],"However,":[163],"this":[164],"does":[166],"claim":[168],"measured":[170,180],"accuracy,":[172],"validated":[174],"reduction":[175],"in":[176,220],"accidents":[177],"or":[178],"delivery":[182],"time":[183],"because":[184],"controlled":[186],"quantitative":[187],"evaluation":[188],"has":[189],"yet":[191],"been":[192],"documented.":[193],"intended":[197],"support,":[199],"rather":[200],"than":[201],"replace,":[202],"trained":[203],"personnel.":[205],"Its":[206],"practical":[207],"value":[208],"limitations":[210],"discussed,":[212],"together":[213],"testing":[216],"required":[217],"before":[218],"deployment":[219],"real":[222],"worksite.":[223]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-11-06T00:00:00"}
