{"id":"https://openalex.org/W4206339280","doi":"https://doi.org/10.1109/acit53391.2021.9677045","title":"An Embedded Deep Learning Computer Vision Method for Driver Distraction Detection","display_name":"An Embedded Deep Learning Computer Vision Method for Driver Distraction Detection","publication_year":2021,"publication_date":"2021-12-21","ids":{"openalex":"https://openalex.org/W4206339280","doi":"https://doi.org/10.1109/acit53391.2021.9677045"},"language":"en","primary_location":{"id":"doi:10.1109/acit53391.2021.9677045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit53391.2021.9677045","pdf_url":null,"source":{"id":"https://openalex.org/S4363608487","display_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","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/A5085700884","display_name":"Adnan Shaout","orcid":"https://orcid.org/0000-0002-9686-5804"},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adnan Shaout","raw_affiliation_strings":["College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USA"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USA","institution_ids":["https://openalex.org/I4210130704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088033689","display_name":"Benjamin Roytburd","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Roytburd","raw_affiliation_strings":["College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USA"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USA","institution_ids":["https://openalex.org/I4210130704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022123065","display_name":"Luis Alejandro S\u00e1nchez-P\u00e9rez","orcid":"https://orcid.org/0000-0001-9134-907X"},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luis Alejandro Sanchez-Perez","raw_affiliation_strings":["College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USA"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USA","institution_ids":["https://openalex.org/I4210130704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085700884"],"corresponding_institution_ids":["https://openalex.org/I4210130704"],"apc_list":null,"apc_paid":null,"fwci":1.7249,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89454355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/distraction","display_name":"Distraction","score":0.9642841815948486},{"id":"https://openalex.org/keywords/distracted-driving","display_name":"Distracted driving","score":0.7305717468261719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.680392861366272},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6408700942993164},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.6255848407745361},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.5705549716949463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5152271389961243},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.45820310711860657},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4294763505458832},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3579016923904419},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.35027727484703064},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25511634349823}],"concepts":[{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.9642841815948486},{"id":"https://openalex.org/C2776465824","wikidata":"https://www.wikidata.org/wiki/Q5283083","display_name":"Distracted driving","level":3,"score":0.7305717468261719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680392861366272},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6408700942993164},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.6255848407745361},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.5705549716949463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5152271389961243},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.45820310711860657},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4294763505458832},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3579016923904419},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.35027727484703064},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25511634349823},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/acit53391.2021.9677045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit53391.2021.9677045","pdf_url":null,"source":{"id":"https://openalex.org/S4363608487","display_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","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":12,"referenced_works":["https://openalex.org/W1993837778","https://openalex.org/W2019177772","https://openalex.org/W2133658999","https://openalex.org/W2288721511","https://openalex.org/W2618530766","https://openalex.org/W2738749209","https://openalex.org/W2774132735","https://openalex.org/W2778498877","https://openalex.org/W2885876042","https://openalex.org/W2938868270","https://openalex.org/W3004250200","https://openalex.org/W4298947612"],"related_works":["https://openalex.org/W626594146","https://openalex.org/W2051187670","https://openalex.org/W2891960815","https://openalex.org/W2946368029","https://openalex.org/W3134108314","https://openalex.org/W2169604921","https://openalex.org/W2901013762","https://openalex.org/W4205975769","https://openalex.org/W2891012803","https://openalex.org/W2562343162"],"abstract_inverted_index":{"Driver":[0,127],"distraction":[1,21,66,106],"is":[2,83],"a":[3,27,61,92,100],"modern":[4],"issue":[5],"when":[6,135],"operating":[7],"automotive":[8],"vehicles.":[9],"It":[10],"can":[11,44],"lead":[12],"to":[13,54,118,120],"impaired":[14],"driving":[15],"and":[16,52,88],"potential":[17],"accidents.":[18],"Detecting":[19],"driver":[20,33,65,105],"most":[22],"often":[23,43],"relies":[24],"on":[25,48,91,123],"analyzing":[26],"photo":[28],"or":[29],"video":[30],"of":[31,63,103],"the":[32,77,124],"being":[34],"distracted.":[35],"This":[36,58],"involves":[37,114],"complex":[38],"deep":[39,78],"learning":[40,79],"models":[41],"which":[42,82],"only":[45],"be":[46,121],"ran":[47],"computers":[49],"too":[50],"powerful":[51],"expensive":[53],"implement":[55],"into":[56],"automobiles.":[57],"paper":[59,98],"presents":[60],"method":[62,102,111],"detecting":[64,104,136],"using":[67],"computer":[68],"vision":[69],"methods":[70],"within":[71],"an":[72],"embedded":[73,86,95],"environment.":[74],"By":[75],"taking":[76],"architecture":[80],"SqueezeNet,":[81],"optimized":[84],"for":[85],"deployment,":[87],"benchmarking":[89],"it":[90],"Jetson":[93],"Nano":[94],"computer,":[96],"this":[97],"demonstrates":[99],"viable":[101],"in":[107],"real":[108],"time.":[109],"The":[110],"shown":[112],"here":[113],"making":[115],"slight":[116],"modifications":[117],"SqueezeNet":[119],"trained":[122],"AUC":[125],"Distracted":[126],"Dataset,":[128],"yielding":[129],"accuracies":[130],"as":[131,133],"high":[132],"93%":[134],"distracted":[137],"driving.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
