{"id":"https://openalex.org/W3086544482","doi":"https://doi.org/10.1109/tits.2020.3017505","title":"An Intelligent Video Analysis Method for Abnormal Event Detection in Intelligent Transportation Systems","display_name":"An Intelligent Video Analysis Method for Abnormal Event Detection in Intelligent Transportation Systems","publication_year":2020,"publication_date":"2020-09-09","ids":{"openalex":"https://openalex.org/W3086544482","doi":"https://doi.org/10.1109/tits.2020.3017505","mag":"3086544482"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2020.3017505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3017505","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/A5003203521","display_name":"Shaohua Wan","orcid":"https://orcid.org/0000-0001-7013-9081"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]},{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaohua Wan","raw_affiliation_strings":["School of Information and Safety Engineering, Zhongnan University of Economics and Law, Wuhan, China","Shaoxing University, Shaoxing, China","State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Safety Engineering, Zhongnan University of Economics and Law, Wuhan, China","institution_ids":["https://openalex.org/I158934434"]},{"raw_affiliation_string":"Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007818509","display_name":"Xiaolong Xu","orcid":"https://orcid.org/0000-0003-4879-9803"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Xu","raw_affiliation_strings":["School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006546107","display_name":"Tian Wang","orcid":"https://orcid.org/0000-0003-4819-621X"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wang","raw_affiliation_strings":["College of Computer Science, Huaqiao University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Huaqiao University, Xiamen, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029808393","display_name":"Zonghua Gu","orcid":"https://orcid.org/0000-0003-4228-2774"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Zonghua Gu","raw_affiliation_strings":["Ume\u00e5 Universitet, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Ume\u00e5 Universitet, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003203521"],"corresponding_institution_ids":["https://openalex.org/I158934434","https://openalex.org/I192209268","https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":10.2065,"has_fulltext":false,"cited_by_count":175,"citation_normalized_percentile":{"value":0.98703688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"22","issue":"7","first_page":"4487","last_page":"4495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9998999834060669,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9998999834060669,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9975000023841858,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9968000054359436,"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":0.7880474925041199},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6394995450973511},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6074343919754028},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5861104130744934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.564757764339447},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5450310111045837},{"id":"https://openalex.org/keywords/superframe","display_name":"Superframe","score":0.5077177286148071},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.4713056981563568},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44855743646621704},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44220057129859924},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.42166972160339355},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12298378348350525},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.12163949012756348},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09857499599456787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7880474925041199},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6394995450973511},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6074343919754028},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5861104130744934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.564757764339447},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5450310111045837},{"id":"https://openalex.org/C137607620","wikidata":"https://www.wikidata.org/wiki/Q7643384","display_name":"Superframe","level":3,"score":0.5077177286148071},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.4713056981563568},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44855743646621704},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44220057129859924},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.42166972160339355},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12298378348350525},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.12163949012756348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09857499599456787},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2020.3017505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3017505","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/G1270048597","display_name":null,"funder_award_id":"61672454","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2347892994","display_name":null,"funder_award_id":"KFKT2019B17","funder_id":"https://openalex.org/F4320326895","funder_display_name":"State Key Laboratory of Novel Software Technology"},{"id":"https://openalex.org/G3598576843","display_name":null,"funder_award_id":"61762055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6399697045","display_name":null,"funder_award_id":"2722019PY052","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326895","display_name":"State Key Laboratory of Novel Software Technology","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1575833922","https://openalex.org/W1764126038","https://openalex.org/W1840179877","https://openalex.org/W1895641373","https://openalex.org/W1933349210","https://openalex.org/W1958932515","https://openalex.org/W1975029397","https://openalex.org/W2026418062","https://openalex.org/W2103908291","https://openalex.org/W2118210476","https://openalex.org/W2120645068","https://openalex.org/W2125436662","https://openalex.org/W2142192571","https://openalex.org/W2149557440","https://openalex.org/W2151498684","https://openalex.org/W2167851108","https://openalex.org/W2170658603","https://openalex.org/W2174492417","https://openalex.org/W2189070436","https://openalex.org/W2442626797","https://openalex.org/W2490414731","https://openalex.org/W2517959782","https://openalex.org/W2529272619","https://openalex.org/W2560920409","https://openalex.org/W2612131472","https://openalex.org/W2685595144","https://openalex.org/W2891456603","https://openalex.org/W2900597592","https://openalex.org/W2962795934","https://openalex.org/W2963017553","https://openalex.org/W2963398599","https://openalex.org/W2963672682","https://openalex.org/W2963729528","https://openalex.org/W2963954913","https://openalex.org/W2964018924","https://openalex.org/W2964138017","https://openalex.org/W2964345214","https://openalex.org/W2966350350","https://openalex.org/W2976260559","https://openalex.org/W3008774220","https://openalex.org/W3009238340","https://openalex.org/W4298392976","https://openalex.org/W4299564160","https://openalex.org/W6634232107","https://openalex.org/W6636501129","https://openalex.org/W6638105372","https://openalex.org/W6682086655","https://openalex.org/W6682423550","https://openalex.org/W6685083886","https://openalex.org/W6685520387","https://openalex.org/W6686883664","https://openalex.org/W6723353553","https://openalex.org/W6728272395"],"related_works":["https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W2377190948","https://openalex.org/W4221117092","https://openalex.org/W4361855866","https://openalex.org/W2096476311","https://openalex.org/W169721953","https://openalex.org/W1965900363","https://openalex.org/W1623638113","https://openalex.org/W3034776505"],"abstract_inverted_index":{"Intelligent":[0],"transportation":[1],"systems":[2],"pervasively":[3],"deploy":[4],"thousands":[5],"of":[6,17,38,40,49,56,89,96,111,139,201],"video":[7,11,25,61,76,133,145,175,188],"cameras.":[8],"Analyzing":[9],"live":[10],"streams":[12],"from":[13,103],"these":[14],"cameras":[15,59],"is":[16,26,63,134,152,171],"significant":[18],"importance":[19],"to":[20,31,42,115,154,178],"public":[21],"safety.":[22],"As":[23],"streaming":[24],"increasing,":[27],"it":[28],"becomes":[29],"infeasible":[30],"have":[32],"human":[33],"operators":[34],"sitting":[35],"in":[36,51],"front":[37],"hundreds":[39],"screens":[41],"catch":[43],"suspicious":[44],"activities":[45],"or":[46],"detect":[47],"objects":[48],"interests":[50],"real-time.":[52],"Actually,":[53],"with":[54,166],"millions":[55],"traffic":[57],"surveillance":[58],"installed,":[60],"retrieval":[62,78,190,208],"more":[64],"vital":[65],"than":[66],"ever.":[67],"To":[68],"that":[69,113,184],"end,":[70],"this":[71],"article":[72],"proposes":[73],"a":[74,93,122],"long":[75,91,105,132,187],"event":[77,189],"algorithm":[79,125],"based":[80,126],"on":[81,127],"superframe":[82,123],"segmentation.":[83],"By":[84],"detecting":[85],"the":[86,90,104,109,130,144,148,156,160,164,167,174,179,197,207],"motion":[87],"amplitude":[88],"video,":[92,106],"large":[94],"number":[95,110],"redundant":[97],"frames":[98,112],"can":[99],"be":[100,116],"effectively":[101],"removed":[102],"thereby":[107],"reducing":[108],"need":[114],"calculated":[117],"subsequently.":[118],"Then,":[119],"by":[120,159],"using":[121],"segmentation":[124],"feature":[128],"fusion,":[129],"remaining":[131],"divided":[135],"into":[136],"several":[137],"Segments":[138],"Interest":[140],"(SOIs)":[141],"which":[142,194],"include":[143],"events.":[146],"Finally,":[147],"trained":[149],"semantic":[150,202],"model":[151],"used":[153],"match":[155],"answer":[157],"generated":[158],"text":[161],"question,":[162],"and":[163,191,199,204],"result":[165],"highest":[168],"matching":[169],"value":[170],"considered":[172],"as":[173],"segment":[176],"corresponding":[177],"question.":[180],"Experimental":[181],"results":[182],"demonstrate":[183],"our":[185],"proposed":[186],"description":[192],"method":[193],"significantly":[195,205],"improves":[196],"efficiency":[198],"accuracy":[200],"description,":[203],"reduces":[206],"time.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":33},{"year":2020,"cited_by_count":13}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
