{"id":"https://openalex.org/W3045691200","doi":"https://doi.org/10.1049/joe.2019.1191","title":"Scene recognition under special traffic conditions based on deep multi\u2010task learning","display_name":"Scene recognition under special traffic conditions based on deep multi\u2010task learning","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3045691200","doi":"https://doi.org/10.1049/joe.2019.1191","mag":"3045691200"},"language":"en","primary_location":{"id":"doi:10.1049/joe.2019.1191","doi":"https://doi.org/10.1049/joe.2019.1191","is_oa":true,"landing_page_url":"https://doi.org/10.1049/joe.2019.1191","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/joe.2019.1191","source":{"id":"https://openalex.org/S2764687066","display_name":"The Journal of Engineering","issn_l":"2051-3305","issn":["2051-3305"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/joe.2019.1191","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045579536","display_name":"Xiaochang Hu","orcid":"https://orcid.org/0000-0001-9938-622X","observed_orcids":["https://orcid.org/0000-0001-9938-622X"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochang Hu","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053112608","display_name":"Xin Xu","orcid":"https://orcid.org/0000-0003-3238-745X","observed_orcids":["https://orcid.org/0000-0003-3238-745X","https://orcid.org/0009-0002-1718-3555","https://orcid.org/0000-0002-9506-0887","https://orcid.org/0009-0009-8295-9381","https://orcid.org/0000-0002-0780-156X"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Xu","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042371596","display_name":"Yongqian Xiao","orcid":"https://orcid.org/0000-0002-1674-988X","observed_orcids":["https://orcid.org/0000-0002-1674-988X"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqian Xiao","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721074","display_name":"Hongjun Chen","orcid":"https://orcid.org/0000-0001-6926-6403","observed_orcids":["https://orcid.org/0000-0001-6926-6403","https://orcid.org/0000-0001-7997-3486"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjun Chen","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101859342","display_name":"Hongjia Zhang","orcid":"https://orcid.org/0000-0001-5790-3655","observed_orcids":["https://orcid.org/0000-0001-5790-3655"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongjia Zhang","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073 People's Republic of China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101859342"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":1000,"currency":"USD","value_usd":1000},"apc_paid":{"value":1000,"currency":"USD","value_usd":1000},"fwci":0.1061,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48727655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"2020","issue":"13","first_page":"471","last_page":"475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.7896000146865845,"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":0.7896000146865845,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.19869999587535858,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.008700000122189522,"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/multi-task-learning","display_name":"multi-task learning","score":0.9480000138282776},{"id":"https://openalex.org/keywords/autonomous-driving","display_name":"autonomous driving","score":0.984000027179718},{"id":"https://openalex.org/keywords/nighttime-driving","display_name":"night driving","score":0.4269999861717224},{"id":"https://openalex.org/keywords/weather-type-classification","display_name":"weather classification","score":0.7590000033378601},{"id":"https://openalex.org/keywords/joint-loss-function","display_name":"joint loss function","score":0.7519999742507935},{"id":"https://openalex.org/keywords/auxiliary-tasks","display_name":"auxiliary tasks","score":0.3140000104904175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079503774642944},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7129550576210022},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6778016686439514},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5597824454307556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5584951043128967},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4643701910972595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4117637574672699},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35968083143234253},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08361908793449402},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1049/joe.2019.1191","doi":"https://doi.org/10.1049/joe.2019.1191","is_oa":true,"landing_page_url":"https://doi.org/10.1049/joe.2019.1191","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/joe.2019.1191","source":{"id":"https://openalex.org/S2764687066","display_name":"The Journal of Engineering","issn_l":"2051-3305","issn":["2051-3305"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1049/joe.2019.1191","doi":"https://doi.org/10.1049/joe.2019.1191","is_oa":true,"landing_page_url":"https://doi.org/10.1049/joe.2019.1191","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/joe.2019.1191","source":{"id":"https://openalex.org/S2764687066","display_name":"The Journal of Engineering","issn_l":"2051-3305","issn":["2051-3305"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Sustainable cities and communities","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5320757814","display_name":null,"funder_award_id":"U1564214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7457541925","display_name":null,"funder_award_id":"61751311","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8136749885","display_name":null,"funder_award_id":"61611540348","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8167847300","display_name":null,"funder_award_id":"2018YFB1305105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3045691200.pdf","grobid_xml":"https://content.openalex.org/works/W3045691200.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1614862348","https://openalex.org/W1637724323","https://openalex.org/W1977617632","https://openalex.org/W2056149869","https://openalex.org/W2079931787","https://openalex.org/W2108598243","https://openalex.org/W2150066425","https://openalex.org/W2162888803","https://openalex.org/W2171943915","https://openalex.org/W2219747066","https://openalex.org/W2340897893","https://openalex.org/W2483814582","https://openalex.org/W2510182739","https://openalex.org/W2562461196","https://openalex.org/W2619354140","https://openalex.org/W2726204845","https://openalex.org/W2744043051","https://openalex.org/W2779757316","https://openalex.org/W2792806930","https://openalex.org/W2798873012","https://openalex.org/W2890538051","https://openalex.org/W2905334533","https://openalex.org/W2963677766","https://openalex.org/W3209042722","https://openalex.org/W4394642372"],"related_works":["https://openalex.org/W3014384160","https://openalex.org/W2943963440","https://openalex.org/W7125072364","https://openalex.org/W3006435168","https://openalex.org/W4385484611","https://openalex.org/W4220709669","https://openalex.org/W2986357539","https://openalex.org/W4318777819","https://openalex.org/W2792291747","https://openalex.org/W4411507237"],"abstract_inverted_index":{"Traffic":[0],"scene":[1,28,134],"recognition":[2,29,42,74,120,135],"under":[3,136],"special":[4,31,44,110,137],"conditions":[5,112],"is":[6,47],"one":[7],"of":[8,43,54,108,133],"the":[9,41,48,52,59,63,67,73,80,97,119,126,131],"most":[10],"promising":[11],"yet":[12],"challenging":[13],"tasks":[14,39,70,78],"for":[15,27,71,115],"autonomous":[16],"driving":[17],"systems.":[18],"This":[19],"study":[20],"presents":[21],"a":[22,85,100,105],"deep":[23],"multi\u2010task":[24],"classification":[25],"framework":[26,35,128],"involving":[30],"traffic":[32,45,111,138],"conditions.":[33,139],"The":[34,76],"incorporates":[36],"four":[37,77],"learning":[38],"where":[40],"scenes":[46],"chief":[49],"task":[50],"and":[51,62,117],"time":[53],"occurrence":[55],"(daytime":[56],"or":[57],"night\u2010time),":[58],"weather":[60],"type":[61],"road":[64],"attribute":[65],"are":[66,94],"three":[68],"auxiliary":[69],"improving":[72],"performance.":[75],"share":[79],"feature":[81],"map":[82],"generated":[83],"by":[84,90],"convolutional":[86],"neural":[87],"network":[88],"followed":[89],"task\u2010specific":[91],"sub\u2010networks":[92],"which":[93],"merged":[95],"in":[96],"end":[98],"via":[99],"joint":[101],"loss":[102],"function.":[103],"Moreover,":[104],"small":[106],"dataset":[107],"typical":[109],"was":[113],"built":[114],"training":[116],"testing":[118],"model.":[121],"Experimental":[122],"results":[123],"demonstrate":[124],"that":[125],"proposed":[127],"significantly":[129],"improves":[130],"accuracy":[132]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-08-03T00:00:00"}