{"id":"https://openalex.org/W4387914660","doi":"https://doi.org/10.1109/codit58514.2023.10284148","title":"Collective Driver Attention: Towards a Comprehensive Visual Understanding of Traffic Scenes","display_name":"Collective Driver Attention: Towards a Comprehensive Visual Understanding of Traffic Scenes","publication_year":2023,"publication_date":"2023-07-03","ids":{"openalex":"https://openalex.org/W4387914660","doi":"https://doi.org/10.1109/codit58514.2023.10284148"},"language":"en","primary_location":{"id":"doi:10.1109/codit58514.2023.10284148","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/codit58514.2023.10284148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5114585318","display_name":"Morteza Moradi","orcid":"https://orcid.org/0000-0001-7971-7335"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Morteza Moradi","raw_affiliation_strings":["University of Catania,DIEEI-PeRCeiVe Lab,Catania,Italy","DIEEI-PeRCeiVe Lab, University of Catania, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,DIEEI-PeRCeiVe Lab,Catania,Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"DIEEI-PeRCeiVe Lab, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031450889","display_name":"Simone Palazzo","orcid":"https://orcid.org/0000-0002-2441-0982"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Palazzo","raw_affiliation_strings":["University of Catania,DIEEI-PeRCeiVe Lab,Catania,Italy","DIEEI-PeRCeiVe Lab, University of Catania, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,DIEEI-PeRCeiVe Lab,Catania,Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"DIEEI-PeRCeiVe Lab, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075815307","display_name":"Concetto Spampinato","orcid":"https://orcid.org/0000-0001-6653-2577"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Concetto Spampinato","raw_affiliation_strings":["University of Catania,DIEEI-PeRCeiVe Lab,Catania,Italy","DIEEI-PeRCeiVe Lab, University of Catania, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,DIEEI-PeRCeiVe Lab,Catania,Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"DIEEI-PeRCeiVe Lab, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39063666"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"abs 2002 11385","issue":null,"first_page":"1173","last_page":"1178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9966999888420105,"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/T10370","display_name":"Traffic and Road Safety","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/viewpoints","display_name":"Viewpoints","score":0.7402963042259216},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.733901858329773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7286533117294312},{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.7215834259986877},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5164937973022461},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4858064651489258},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.46661534905433655},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4239659309387207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39305031299591064},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35070645809173584},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13358420133590698},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.12943518161773682},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11554029583930969}],"concepts":[{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.7402963042259216},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.733901858329773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7286533117294312},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.7215834259986877},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5164937973022461},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4858064651489258},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.46661534905433655},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4239659309387207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39305031299591064},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35070645809173584},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13358420133590698},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.12943518161773682},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11554029583930969},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit58514.2023.10284148","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/codit58514.2023.10284148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2582505644","https://openalex.org/W2598009994","https://openalex.org/W2762926425","https://openalex.org/W2844550192","https://openalex.org/W2892556451","https://openalex.org/W2972286123","https://openalex.org/W2981908478","https://openalex.org/W2982162079","https://openalex.org/W2987245785","https://openalex.org/W2990605346","https://openalex.org/W2996759437","https://openalex.org/W2997076693","https://openalex.org/W2998322655","https://openalex.org/W3008817165","https://openalex.org/W3009130550","https://openalex.org/W3011420108","https://openalex.org/W3020741887","https://openalex.org/W3045336918","https://openalex.org/W3093679471","https://openalex.org/W3095584395","https://openalex.org/W3113846428","https://openalex.org/W3118077410","https://openalex.org/W3120347027","https://openalex.org/W3130536106","https://openalex.org/W3133890224","https://openalex.org/W3135934332","https://openalex.org/W3138095408","https://openalex.org/W3146366485","https://openalex.org/W3159096324","https://openalex.org/W3194303810","https://openalex.org/W3199512286","https://openalex.org/W3216911233","https://openalex.org/W4225467065","https://openalex.org/W4281873160","https://openalex.org/W4281950941","https://openalex.org/W4282589713","https://openalex.org/W4285246780","https://openalex.org/W4292265612","https://openalex.org/W4307251061","https://openalex.org/W4310007198","https://openalex.org/W4312838455","https://openalex.org/W6774263529","https://openalex.org/W6840010674"],"related_works":["https://openalex.org/W2385368906","https://openalex.org/W2902924992","https://openalex.org/W2626642044","https://openalex.org/W2619807045","https://openalex.org/W2388758053","https://openalex.org/W93537448","https://openalex.org/W2949734191","https://openalex.org/W2017333877","https://openalex.org/W1667493853","https://openalex.org/W2901013762"],"abstract_inverted_index":{"Thanks":[0],"to":[1,13,64,116,137,151,171,203],"state-of-the-art":[2],"deep":[3],"learning-based":[4],"methods":[5],"for":[6,75,191],"driver's":[7],"attention":[8,113,141,147],"prediction,":[9],"it":[10],"becomes":[11],"possible":[12],"estimate":[14],"where":[15],"drivers":[16,136,150,228],"look":[17],"at":[18],"in":[19,93,114],"different":[20],"traffic":[21],"scenes.":[22],"However,":[23],"such":[24,144],"estimation":[25],"only":[26,155],"takes":[27,184],"into":[28],"account":[29],"visual":[30,100,231],"information":[31,110,194],"of":[32,44,46,78,83,102,106,121,134,156,162,186,211,214,223,227],"the":[33,42,76,89,103,122,209],"front":[34,158],"view":[35,164],"from":[36,132,179],"a":[37,107,118,139,145,205],"single":[38],"vehicle.":[39],"To":[40],"remedy":[41],"lack":[43],"comprehensiveness":[45],"this":[47,94],"approach,":[48],"modern":[49],"advanced":[50],"driver-assistance":[51],"systems":[52,217],"(ADAS)":[53],"further":[54],"incorporate":[55],"individual-specific":[56],"features,":[57],"including":[58],"blood":[59],"pressure":[60],"and":[61,111,128,165,168,176,188,195,229,233],"heart":[62],"rate,":[63],"provide":[65],"more":[66],"precise":[67],"safety":[68],"advice.":[69],"Nonetheless,":[70],"there":[71],"is":[72,96,201],"still":[73],"room":[74],"improvement":[77],"safety-related":[79],"recommendations":[80],"by":[81,218],"means":[82],"predicting":[84],"collective":[85,119],"drivers'":[86,129],"attention.":[87],"Specifically,":[88],"conceptual":[90],"idea":[91],"presented":[92],"work":[95,200],"based":[97],"on":[98],"integrating":[99],"understanding":[101,232],"surrounding":[104],"environment":[105],"vehicle,":[108],"driver-specific":[109],"estimated":[112],"order":[115],"create":[117],"knowledge":[120],"road,":[123],"obstacles,":[124],"distraction":[125],"points,":[126],"pedestrians":[127],"consciousness":[130],"level":[131],"viewpoints":[133],"several":[135,220],"predict":[138],"holistic":[140],"map.":[142],"Then,":[143],"360-degree":[146],"map":[148],"enables":[149],"being":[152],"aware":[153],"not":[154],"their":[157,230],"view,":[159],"but":[160],"also":[161],"back":[163],"around":[166],"(left":[167],"right)":[169],"sides":[170],"help":[172],"them":[173],"prevent":[174],"accidents":[175],"keep":[177],"away":[178],"obstacles.":[180],"The":[181],"proposed":[182],"framework":[183],"advantages":[185],"edge":[187],"cloud":[189],"computing":[190],"processing":[192],"real-time":[193],"large-scale":[196],"computing,":[197],"respectively.":[198],"This":[199],"intended":[202],"open":[204],"broader":[206],"window":[207],"towards":[208],"development":[210],"next":[212],"generation":[213],"networked":[215],"ADAS":[216],"employing":[219],"heterogeneous":[221],"sources":[222],"information,":[224],"implicit":[225],"participation":[226],"reasoning.":[234]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}