{"id":"https://openalex.org/W4400647518","doi":"https://doi.org/10.1109/iv55156.2024.10588412","title":"DRVMon-VM: Distracted driver recognition using large pre-trained video transformers","display_name":"DRVMon-VM: Distracted driver recognition using large pre-trained video transformers","publication_year":2024,"publication_date":"2024-06-02","ids":{"openalex":"https://openalex.org/W4400647518","doi":"https://doi.org/10.1109/iv55156.2024.10588412"},"language":"en","primary_location":{"id":"doi:10.1109/iv55156.2024.10588412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iv55156.2024.10588412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Intelligent Vehicles Symposium (IV)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5098885021","display_name":"Ricardo Pizarro","orcid":"https://orcid.org/0000-0001-7894-0236"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ricardo Pizarro","raw_affiliation_strings":["Universidad de Alcalá (UAH),Departamento de Electrónica,Alcalá De Henares (Madrid),Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Alcalá (UAH),Departamento de Electrónica,Alcalá De Henares (Madrid),Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077780013","display_name":"Luis M. Bergasa","orcid":"https://orcid.org/0000-0002-0087-3077"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis M. Bergasa","raw_affiliation_strings":["Universidad de Alcalá (UAH),Departamento de Electrónica,Alcalá De Henares (Madrid),Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Alcalá (UAH),Departamento de Electrónica,Alcalá De Henares (Madrid),Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014943420","display_name":"Luis Baumela","orcid":"https://orcid.org/0000-0001-6910-4359"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Baumela","raw_affiliation_strings":["Universidad Politécnica de Madrid,Facultad de Informática,Departamento de Inteligencia Artificial,Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Politécnica de Madrid,Facultad de Informática,Departamento de Inteligencia Artificial,Madrid,Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034180773","display_name":"Jos\u00e9 M. Buenaposada","orcid":"https://orcid.org/0000-0002-4308-9653"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Buenaposada","raw_affiliation_strings":["Universidad Rey Juan Carlos,Departamento de Informática y Estadística,Móstoles (Madrid),Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos,Departamento de Informática y Estadística,Móstoles (Madrid),Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069067193","display_name":"Rafael Barea","orcid":"https://orcid.org/0000-0002-4179-6100"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Barea","raw_affiliation_strings":["Universidad de Alcalá (UAH),Departamento de Electrónica,Alcalá De Henares (Madrid),Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Alcalá (UAH),Departamento de Electrónica,Alcalá De Henares (Madrid),Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1901","last_page":"1906"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9740999937057495,"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":0.7242671251296997},{"id":"https://openalex.org/keywords/distracted-driving","display_name":"Distracted driving","score":0.5457767844200134},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5275551676750183},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3502216935157776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.347321093082428},{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.18276968598365784},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1479402780532837},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.091834157705307},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06321361660957336},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.05936965346336365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7242671251296997},{"id":"https://openalex.org/C2776465824","wikidata":"https://www.wikidata.org/wiki/Q5283083","display_name":"Distracted driving","level":3,"score":0.5457767844200134},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5275551676750183},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3502216935157776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.347321093082428},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.18276968598365784},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1479402780532837},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.091834157705307},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06321361660957336},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.05936965346336365},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iv55156.2024.10588412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iv55156.2024.10588412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Intelligent Vehicles Symposium (IV)","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":38,"referenced_works":["https://openalex.org/W1954390275","https://openalex.org/W2152264487","https://openalex.org/W2486323017","https://openalex.org/W2739965732","https://openalex.org/W2810685774","https://openalex.org/W2963524571","https://openalex.org/W2963820951","https://openalex.org/W2986674040","https://openalex.org/W2992308087","https://openalex.org/W3035682985","https://openalex.org/W3080348805","https://openalex.org/W3094502228","https://openalex.org/W3105072506","https://openalex.org/W3117504282","https://openalex.org/W3128640141","https://openalex.org/W3170224286","https://openalex.org/W3208354284","https://openalex.org/W4214612132","https://openalex.org/W4221167396","https://openalex.org/W4286285614","https://openalex.org/W4287022992","https://openalex.org/W4312508181","https://openalex.org/W4312560592","https://openalex.org/W4312620624","https://openalex.org/W4313165002","https://openalex.org/W4319879169","https://openalex.org/W4328007749","https://openalex.org/W4386057769","https://openalex.org/W4390190626","https://openalex.org/W6726497184","https://openalex.org/W6745136726","https://openalex.org/W6757817989","https://openalex.org/W6784333009","https://openalex.org/W6800217721","https://openalex.org/W6802648153","https://openalex.org/W6810265253","https://openalex.org/W6841821198","https://openalex.org/W6847788252"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3040942229","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,127],"video":[3,73],"transformers":[4],"have":[5],"significantly":[6],"impacted":[7],"the":[8,42,60,118],"field":[9],"of":[10,62],"human":[11],"action":[12,20],"recognition.":[13],"Leveraging":[14],"these":[15],"models":[16],"for":[17,44,47,59],"distracted":[18,63],"driver":[19,64,96],"recognition":[21,61],"could":[22],"potentially":[23],"revolutionize":[24],"road":[25],"safety":[26],"measures":[27],"and":[28,78,93],"enhance":[29],"Human-Machine":[30],"Interaction":[31],"(HMI)":[32],"technologies.":[33],"A":[34],"factor":[35],"that":[36],"limits":[37],"their":[38],"potential":[39],"use":[40],"is":[41,67],"need":[43],"extensive":[45],"data":[46,102],"model":[48,107],"training.":[49],"In":[50],"this":[51,128],"paper,":[52],"we":[53],"propose":[54],"DRVMon-VM,":[55],"a":[56,70,79,88,94,109,124],"novel":[57],"approach":[58],"actions.":[65],"This":[66],"based":[68],"on":[69,117],"large":[71],"pre-trained":[72],"transformer":[74],"called":[75],"VideoMaeV2":[76],"(backbone)":[77],"classification":[80],"head":[81],"as":[82],"decoder,":[83],"which":[84],"are":[85],"fine-tuned":[86],"using":[87],"dual":[89],"learning":[90],"rate":[91],"strategy":[92],"medium-sized":[95],"actions":[97],"database":[98],"complemented":[99],"by":[100,115],"various":[101],"augmentation":[103],"techniques.":[104],"Our":[105],"proposed":[106],"exhibits":[108],"substantial":[110],"improvement,":[111],"exceeding":[112],"previous":[113],"results":[114],"7.34%":[116],"challenging":[119],"Drive&Act":[120],"dataset,":[121],"thereby":[122],"setting":[123],"new":[125],"benchmark":[126],"field.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}