{"id":"https://openalex.org/W4304142012","doi":"https://doi.org/10.1109/icac55051.2022.9911167","title":"Distracted Driver Behavior Detection Based-on An Improved YOLOX Framework","display_name":"Distracted Driver Behavior Detection Based-on An Improved YOLOX Framework","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4304142012","doi":"https://doi.org/10.1109/icac55051.2022.9911167"},"language":"en","primary_location":{"id":"doi:10.1109/icac55051.2022.9911167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icac55051.2022.9911167","pdf_url":null,"source":{"id":"https://openalex.org/S4363608428","display_name":"2022 27th International Conference on Automation and Computing (ICAC)","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":"2022 27th International Conference on Automation and Computing (ICAC)","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/A5045014862","display_name":"Yajuan Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]},{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Yajuan Wei","raw_affiliation_strings":["Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China","University of Huddersfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004033194","display_name":"Zhaoli Guo","orcid":"https://orcid.org/0000-0002-2922-5268"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoli Guo","raw_affiliation_strings":["Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034108336","display_name":"Chuan Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chuan Dai","raw_affiliation_strings":["University of Huddersfield,UK","University of Huddersfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Huddersfield,UK","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014269891","display_name":"Minsi Chen","orcid":"https://orcid.org/0000-0001-6628-1421"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Minsi Chen","raw_affiliation_strings":["University of Huddersfield,UK","University of Huddersfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Huddersfield,UK","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100745405","display_name":"Zhijie Xu","orcid":"https://orcid.org/0000-0002-0524-5926"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhijie Xu","raw_affiliation_strings":["University of Huddersfield,UK","University of Huddersfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Huddersfield,UK","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100761763","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0002-9037-7818"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100739544","display_name":"Jiulun Fan","orcid":"https://orcid.org/0000-0002-7553-204X"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiulun Fan","raw_affiliation_strings":["Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an University of Posts and Telecommunications1,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6386,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61772316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9980999827384949,"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":0.9980999827384949,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9977999925613403,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6941765546798706}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6941765546798706}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icac55051.2022.9911167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icac55051.2022.9911167","pdf_url":null,"source":{"id":"https://openalex.org/S4363608428","display_name":"2022 27th International Conference on Automation and Computing (ICAC)","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":"2022 27th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/d25259e3-b8f8-40d3-9883-78e6d57901a5","is_oa":false,"landing_page_url":"https://pure.hud.ac.uk/en/publications/d25259e3-b8f8-40d3-9883-78e6d57901a5","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wei, Y, Guo, Z, Dai, C, Chen, M, Xu, Z, Liu, Y & Fan, J 2022, Distracted Driver Behavior Detection Based-on An Improved YOLOX Framework. in C Yang & Y Xu (eds), 2022 27th International Conference on Automation and Computing : Smart Systems and Manufacturing, ICAC 2022., 9911167, Institute of Electrical and Electronics Engineers Inc., 27th International Conference on Automation and Computing, Bristol, United Kingdom, 1/09/22. https://doi.org/10.1109/ICAC55051.2022.9911167","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1974687042","https://openalex.org/W2031489346","https://openalex.org/W2043354694","https://openalex.org/W2094726855","https://openalex.org/W2319703701","https://openalex.org/W2954752463","https://openalex.org/W2963351448","https://openalex.org/W3108849448","https://openalex.org/W3133924157","https://openalex.org/W3184439416","https://openalex.org/W3213240418","https://openalex.org/W6639102338","https://openalex.org/W6798838024"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"With":[0],"the":[1,4,75,117,121],"surge":[2],"of":[3,6,14,70,77,127],"number":[5],"cars,":[7],"road":[8],"traffic":[9],"accidents":[10],"occur":[11],"frequently":[12],"because":[13],"drivers\u2019":[15],"distracted":[16,90],"attention":[17,56],"and":[18,28,106,129],"abnormal":[19],"behaviors,":[20],"which":[21],"causes":[22],"huge":[23],"losses":[24],"to":[25,48,73],"people\u2019s":[26],"lives":[27],"property.":[29],"To":[30],"alleviate":[31],"this":[32,46],"issue,":[33],"an":[34],"improved":[35],"deep":[36],"learning":[37],"algorithm":[38],"based":[39],"on":[40],"YOLOX":[41,78,123],"framework":[42,124],"was":[43,65,87,101],"proposed":[44],"in":[45,53,67,125],"research":[47],"detect":[49],"driving":[50],"behavior":[51,91],"changes":[52],"live.":[54],"An":[55],"mechanism":[57],"\u2013":[58],"Convolutional":[59],"Block":[60],"Attention":[61],"Module":[62],"(CBAM)":[63],"-":[64],"introduced":[66],"multiple":[68],"scales":[69],"feature":[71],"layers":[72],"form":[74],"backbone":[76],"network.":[79],"A":[80],"widely":[81],"used":[82,102],"data":[83],"science":[84],"competition":[85],"platform":[86],"adopted":[88],"for":[89,103],"model":[92,104,119],"training.":[93],"The":[94],"State":[95],"Farm":[96],"Distracted":[97],"Driver":[98],"Detection":[99],"Dataset":[100],"validation":[105],"performance":[107,114],"benchmarking.":[108],"Experimental":[109],"results":[110],"have":[111],"indicated":[112],"promising":[113],"gain":[115],"using":[116],"devised":[118],"over":[120],"original":[122],"terms":[126],"mAP":[128],"inference":[130],"time.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
