{"id":"https://openalex.org/W4313428271","doi":"https://doi.org/10.1109/edis57230.2022.9996513","title":"A Real Time Object Detection System for Infant Safe Sleep Based on YOLOv5 Algorithm","display_name":"A Real Time Object Detection System for Infant Safe Sleep Based on YOLOv5 Algorithm","publication_year":2022,"publication_date":"2022-11-02","ids":{"openalex":"https://openalex.org/W4313428271","doi":"https://doi.org/10.1109/edis57230.2022.9996513"},"language":"en","primary_location":{"id":"doi:10.1109/edis57230.2022.9996513","doi":"https://doi.org/10.1109/edis57230.2022.9996513","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/edis57230.2022.9996513","pdf_url":null,"source":{"id":"https://openalex.org/S7407087098","display_name":"International Conference on Embedded & Distributed Systems (EDiS)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 3rd International Conference on Embedded & Distributed Systems (EDiS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5055257263","display_name":"Randa Nachet","orcid":"https://orcid.org/0009-0005-4231-6737","observed_orcids":["https://orcid.org/0009-0005-4231-6737"]},"institutions":[{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Randa Nachet","raw_affiliation_strings":["Signals and Images Laboratory, University of Science and Technology of Oran-Mohamed Boudiaf, Oran, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signals and Images Laboratory, University of Science and Technology of Oran-Mohamed Boudiaf, Oran, Algeria","institution_ids":["https://openalex.org/I3124969661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083949956","display_name":"Tarik Boudghene Stambouli","orcid":"https://orcid.org/0009-0002-8275-7754","observed_orcids":["https://orcid.org/0009-0002-8275-7754"]},"institutions":[{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Tarik Boudghene Stambouli","raw_affiliation_strings":["Signals and Images Laboratory, University of Science and Technology of Oran-Mohamed Boudiaf, Oran, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signals and Images Laboratory, University of Science and Technology of Oran-Mohamed Boudiaf, Oran, Algeria","institution_ids":["https://openalex.org/I3124969661"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3124969661"],"apc_list":null,"apc_paid":null,"fwci":0.4939,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74899348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"23","issue":null,"first_page":"16","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9926999807357788,"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":0.9926999807357788,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.0012000000569969416,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.000699999975040555,"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/safe-infant-sleep","display_name":"infant sleep safety","score":0.8960000276565552},{"id":"https://openalex.org/keywords/sudden-infant-death-syndrome","display_name":"sudden infant death syndrome","score":0.925000011920929},{"id":"https://openalex.org/keywords/real-time-object-detection","display_name":"real-time object detection","score":0.8889999985694885},{"id":"https://openalex.org/keywords/yolov5","display_name":"YOLOv5","score":1.0},{"id":"https://openalex.org/keywords/infant-monitoring","display_name":"infant monitoring","score":0.8100000023841858},{"id":"https://openalex.org/keywords/infant-safety","display_name":"infant safety","score":0.5379999876022339},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.45500001311302185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6829465627670288},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6334168910980225},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.6203795075416565},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6166409850120544},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5831781029701233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5248380303382874},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.518173098564148},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4779134690761566},{"id":"https://openalex.org/C2987955292","wikidata":"https://www.wikidata.org/wiki/Q161801","display_name":"Sudden infant death syndrome","level":2,"score":0.4714920222759247},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45901691913604736},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4464423954486847},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3037114441394806},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1767829954624176},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.09874957799911499},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/edis57230.2022.9996513","doi":"https://doi.org/10.1109/edis57230.2022.9996513","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/edis57230.2022.9996513","pdf_url":null,"source":{"id":"https://openalex.org/S7407087098","display_name":"International Conference on Embedded & Distributed Systems (EDiS)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 3rd International Conference on Embedded & Distributed Systems (EDiS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.46810001134872437,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1483870316","https://openalex.org/W1861492603","https://openalex.org/W2087681821","https://openalex.org/W2088049833","https://openalex.org/W2115763357","https://openalex.org/W2161969291","https://openalex.org/W2168356304","https://openalex.org/W2179352600","https://openalex.org/W2183182206","https://openalex.org/W2341528187","https://openalex.org/W2559085405","https://openalex.org/W2570343428","https://openalex.org/W2796347433","https://openalex.org/W2963402313","https://openalex.org/W2972006294","https://openalex.org/W2974988749","https://openalex.org/W2997680126","https://openalex.org/W3004953906","https://openalex.org/W3018757597","https://openalex.org/W3042011474","https://openalex.org/W3106250896","https://openalex.org/W3132971810","https://openalex.org/W3173822930","https://openalex.org/W4206968677","https://openalex.org/W4207057736","https://openalex.org/W6631782140"],"related_works":["https://openalex.org/W7167619657","https://openalex.org/W7204741178","https://openalex.org/W7204186465","https://openalex.org/W4311414974","https://openalex.org/W7133215107","https://openalex.org/W4395698679","https://openalex.org/W3206537608","https://openalex.org/W4414418903","https://openalex.org/W3012206964","https://openalex.org/W2778027103"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3],"real-time":[4,81],"object":[5,39],"detection":[6,40,94],"system":[7],"is":[8,28,58],"proposed":[9,56],"to":[10,21,29,42,60],"reduce":[11],"the":[12,31,37,47,55,69],"risk":[13],"of":[14,64],"Sudden":[15],"Infant":[16],"Death":[17],"Syndrome":[18],"(SIDS)":[19],"related":[20],"unsafe":[22],"sleeping":[23,49],"positions.":[24,50],"The":[25],"main":[26],"purpose":[27],"apply":[30],"deep":[32],"learning":[33],"technology":[34],"and":[35,44,68,96],"train":[36],"YOLOv5":[38],"algorithm":[41],"detect":[43],"recognize":[45],"whether":[46],"safest":[48],"Experimental":[51],"results":[52],"show":[53],"that":[54],"model":[57],"able":[59],"achieve":[61],"an":[62],"accuracy":[63],"more":[65],"than":[66],"99%,":[67],"inference":[70],"speed":[71],"has":[72],"reached":[73],"2.2":[74],"ms,":[75],"which":[76],"makes":[77],"it":[78],"compatible":[79],"with":[80],"requirements.":[82],"It":[83],"can":[84],"be":[85],"integrated":[86],"into":[87],"baby":[88],"monitoring":[89],"devices,":[90],"infant":[91],"safety":[92],"sleep":[93],"systems,":[95],"mobile":[97],"applications.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-01-06T00:00:00"}