{"id":"https://openalex.org/W2912080574","doi":"https://doi.org/10.1109/tits.2019.2891995","title":"Traffic Scene Classification on a Representation Budget","display_name":"Traffic Scene Classification on a Representation Budget","publication_year":2019,"publication_date":"2019-01-22","ids":{"openalex":"https://openalex.org/W2912080574","doi":"https://doi.org/10.1109/tits.2019.2891995","mag":"2912080574"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2019.2891995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2891995","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5053836414","display_name":"Ivan Sikiri\u0107","orcid":"https://orcid.org/0000-0002-8359-4611"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivan Sikiric","raw_affiliation_strings":["Mireo d.d., Zagreb, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-8359-4611","affiliations":[{"raw_affiliation_string":"Mireo d.d., Zagreb, Croatia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013064425","display_name":"Karla Brki\u0107","orcid":"https://orcid.org/0000-0003-1355-4398"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Karla Brkic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007628693","display_name":"Petra Bevandi\u0107","orcid":"https://orcid.org/0000-0002-8608-0624"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Petra Bevandic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025509569","display_name":"Ivan Kre\u0161o","orcid":"https://orcid.org/0000-0002-9579-4207"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ivan Kreso","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068842278","display_name":"Josip Krapac","orcid":null},"institutions":[{"id":"https://openalex.org/I4394709248","display_name":"Mobius Labs GmbH (Germany)","ror":"https://ror.org/006xxv571","country_code":"DE","type":"company","lineage":["https://openalex.org/I4394709248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Josip Krapac","raw_affiliation_strings":["Mobius Labs GmbH, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobius Labs GmbH, Berlin, Germany","institution_ids":["https://openalex.org/I4394709248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073708578","display_name":"Sini\u0161a \u0160egvi\u0107","orcid":"https://orcid.org/0000-0001-7378-0536"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Sinisa Segvic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":"https://orcid.org/0000-0001-7378-0536","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.1441,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.78783422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"21","issue":"1","first_page":"336","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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":0.7340776324272156},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5959944128990173},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5885792374610901},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5611826181411743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.498307466506958},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.470014363527298},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4603974223136902},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.43280163407325745},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41413670778274536}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7340776324272156},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5959944128990173},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5885792374610901},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5611826181411743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.498307466506958},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.470014363527298},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4603974223136902},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.43280163407325745},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41413670778274536},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2019.2891995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2891995","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4100563467","display_name":null,"funder_award_id":"KK.01.1.1.01.0009","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6069671964","display_name":null,"funder_award_id":"I-2433-2014","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"}],"funders":[{"id":"https://openalex.org/F4320322674","display_name":"Hrvatska Zaklada za Znanost","ror":"https://ror.org/03n51vw80"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W819977924","https://openalex.org/W1026270304","https://openalex.org/W1566135517","https://openalex.org/W1625255723","https://openalex.org/W1686810756","https://openalex.org/W1966385142","https://openalex.org/W1976921161","https://openalex.org/W2031489346","https://openalex.org/W2058537326","https://openalex.org/W2077815765","https://openalex.org/W2097117768","https://openalex.org/W2099471712","https://openalex.org/W2110470005","https://openalex.org/W2117539524","https://openalex.org/W2124509324","https://openalex.org/W2148694408","https://openalex.org/W2151103935","https://openalex.org/W2153635508","https://openalex.org/W2161381512","https://openalex.org/W2162915993","https://openalex.org/W2163605009","https://openalex.org/W2164524945","https://openalex.org/W2173520492","https://openalex.org/W2194775991","https://openalex.org/W2339186457","https://openalex.org/W2411707397","https://openalex.org/W2464915613","https://openalex.org/W2534101049","https://openalex.org/W2541674938","https://openalex.org/W2562461196","https://openalex.org/W2591669147","https://openalex.org/W2592563856","https://openalex.org/W2619354140","https://openalex.org/W2621367454","https://openalex.org/W2739748921","https://openalex.org/W2742647780","https://openalex.org/W2792291747","https://openalex.org/W2804448068","https://openalex.org/W2805649337","https://openalex.org/W2949455921","https://openalex.org/W2950621961","https://openalex.org/W2951723130","https://openalex.org/W2963410064","https://openalex.org/W2963446712","https://openalex.org/W3118608800","https://openalex.org/W4292023222","https://openalex.org/W4320013936","https://openalex.org/W6626481562","https://openalex.org/W6636494156","https://openalex.org/W6684191040","https://openalex.org/W6729059855","https://openalex.org/W6730779222","https://openalex.org/W6741832134","https://openalex.org/W6787972765"],"related_works":["https://openalex.org/W3162200841","https://openalex.org/W3204225186","https://openalex.org/W2586280620","https://openalex.org/W2805505483","https://openalex.org/W253106158","https://openalex.org/W2384744344","https://openalex.org/W1799694159","https://openalex.org/W2393169196","https://openalex.org/W2366610330","https://openalex.org/W1550496571"],"abstract_inverted_index":{"Visual":[0],"cues":[1],"can":[2,89,124,146],"be":[3,90,125,147],"used":[4],"alongside":[5],"GPS":[6],"positioning":[7],"and":[8,30,39,103,132],"digital":[9],"maps":[10],"to":[11],"improve":[12],"understanding":[13],"of":[14,28,37,64,76,96,112,161],"vehicle":[15],"environment":[16],"in":[17,26,67,159],"fleet":[18,68],"management":[19,69],"systems.":[20,70],"Such":[21],"systems":[22],"are":[23],"limited":[24],"both":[25],"terms":[27],"bandwidth":[29],"storage":[31],"space,":[32],"so":[33,83],"minimizing":[34],"the":[35,74,94,97,105,136],"size":[36],"transmitted":[38],"stored":[40],"visual":[41],"data":[42,140],"is":[43,141],"a":[44,109],"priority.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,84],"present":[50],"efficient":[51],"strategies":[52],"for":[53,60],"computing":[54],"very":[55,128],"short":[56,129,149],"image":[57,86,130,139],"representations":[58,87],"suitable":[59],"classifying":[61],"various":[62],"types":[63],"traffic":[65,115],"scenes":[66],"We":[71,100],"anticipate":[72],"that":[73,88,120,133],"set":[75],"interesting":[77],"classes":[78],"will":[79],"change":[80],"over":[81],"time,":[82],"consider":[85],"trained":[91],"without":[92],"knowing":[93],"labels":[95],"target":[98,137],"dataset.":[99],"empirically":[101],"evaluate":[102],"compare":[104],"presented":[106],"methods":[107],"on":[108,135],"contributed":[110],"dataset":[111,138],"11447":[113],"labeled":[114],"scenes.":[116],"Our":[117],"results":[118,123],"indicate":[119],"excellent":[121],"classification":[122],"achieved":[126],"with":[127],"representations,":[131],"fine-tuning":[134],"not":[142],"mandatory.":[143],"Image":[144],"descriptors":[145],"as":[148,150],"128":[151],"components":[152],"while":[153],"still":[154],"offering":[155],"good":[156],"performance,":[157],"even":[158],"presence":[160],"adverse":[162],"weather":[163],"or":[164],"illumination":[165],"conditions.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}