{"id":"https://openalex.org/W2998635901","doi":"https://doi.org/10.1109/wincom47513.2019.8942531","title":"Predicting Driver Lane Change Maneuvers Using Driver's Face","display_name":"Predicting Driver Lane Change Maneuvers Using Driver's Face","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2998635901","doi":"https://doi.org/10.1109/wincom47513.2019.8942531","mag":"2998635901"},"language":"en","primary_location":{"id":"doi:10.1109/wincom47513.2019.8942531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom47513.2019.8942531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Wireless Networks and Mobile Communications (WINCOM)","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/A5083272840","display_name":"Abdellatif Moussaid","orcid":"https://orcid.org/0009-0009-9457-5238"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellatif Moussaid","raw_affiliation_strings":["LIMS Laboratory, Dhar El Mehraz Science Faculty, Sidi mohamed ben abdellah university, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMS Laboratory, Dhar El Mehraz Science Faculty, Sidi mohamed ben abdellah university, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091770877","display_name":"Isma\u00efl Berrada","orcid":"https://orcid.org/0000-0003-4225-911X"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ismail Berrada","raw_affiliation_strings":["Higher School of Technology Hassan II University, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher School of Technology Hassan II University, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057256515","display_name":"Mohamed El Kamili","orcid":"https://orcid.org/0000-0001-8039-684X"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed El Kamili","raw_affiliation_strings":["LIMS Laboratory, Dhar El Mehraz Science Faculty, Sidi mohamed ben abdellah university, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMS Laboratory, Dhar El Mehraz Science Faculty, Sidi mohamed ben abdellah university, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016286330","display_name":"Khalid Fardousse","orcid":"https://orcid.org/0000-0003-3374-5810"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalid Fardousse","raw_affiliation_strings":["LIMS Laboratory, Dhar El Mehraz Science Faculty, Sidi mohamed ben abdellah university, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMS Laboratory, Dhar El Mehraz Science Faculty, Sidi mohamed ben abdellah university, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1499,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78547855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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":0.9990000128746033,"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":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.994700014591217,"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":0.8324023485183716},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6925371885299683},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6688939929008484},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6658346652984619},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.6409238576889038},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6218298077583313},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.6189815402030945},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3250410556793213},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17214372754096985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8324023485183716},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6925371885299683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6688939929008484},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6658346652984619},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.6409238576889038},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6218298077583313},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.6189815402030945},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3250410556793213},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17214372754096985},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wincom47513.2019.8942531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom47513.2019.8942531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W28988658","https://openalex.org/W1527516633","https://openalex.org/W1689711448","https://openalex.org/W1789187189","https://openalex.org/W1970978220","https://openalex.org/W1987691797","https://openalex.org/W2097612790","https://openalex.org/W2108855378","https://openalex.org/W2132870739","https://openalex.org/W2133658999","https://openalex.org/W2162212093","https://openalex.org/W2162275200","https://openalex.org/W2174887554","https://openalex.org/W2184126300","https://openalex.org/W2223844752","https://openalex.org/W2333796428","https://openalex.org/W2395639500","https://openalex.org/W2572939427","https://openalex.org/W2591965935","https://openalex.org/W2598525681","https://openalex.org/W2754051771","https://openalex.org/W2786088545","https://openalex.org/W2799742832","https://openalex.org/W2916321744","https://openalex.org/W2963692464","https://openalex.org/W4248809783","https://openalex.org/W4301409532","https://openalex.org/W6750875277"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W3162837891","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004","https://openalex.org/W1741504538","https://openalex.org/W4308623176","https://openalex.org/W4230676417","https://openalex.org/W2019696434","https://openalex.org/W2358078963"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,55,93],"will":[4],"present":[5],"our":[6,57,88,108],"project":[7],"concerning":[8],"realizing":[9],"a":[10,21],"system":[11],"of":[12,25,48,78],"predicting":[13],"maneuvers":[14],"before":[15,83],"the":[16,38,46,53,73,84,114],"vehicle":[17],"turns":[18],"through":[19],"using":[20],"dataset":[22],"containing":[23],"videos":[24],"drivers":[26],"in":[27],"different":[28,31],"situations":[29],"and":[30,45,63,80,98],"maneuvers,":[32],"as":[33,35,41],"well":[34],"information":[36],"on":[37,61],"environment,":[39],"such":[40],"speed,":[42],"empty":[43],"lines":[44],"existence":[47],"an":[49,76],"artifact.":[50],"After":[51],"preparing":[52],"dataset,":[54],"built":[56],"CNN-LSTM":[58,67],"model":[59,68,89,109],"based":[60],"convolutional":[62],"recurrent":[64],"layers.":[65],"Our":[66],"allowed":[69],"us":[70],"to":[71,90,95,113],"predict":[72],"maneuver":[74],"with":[75,101],"accuracy":[77],"94.1%":[79],"3.75":[81],"seconds":[82],"turn.":[85],"Finally,":[86],"For":[87],"be":[91],"robust,":[92],"tried":[94],"detect":[96],"anomalies":[97],"replace":[99],"them":[100],"more":[102],"meaningful":[103],"values.":[104],"We":[105],"also":[106],"tested":[107],"by":[110],"adding":[111],"noise":[112],"images.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
