{"id":"https://openalex.org/W3086165762","doi":"https://doi.org/10.1109/tifs.2020.3023791","title":"NeuroAED: Towards Efficient Abnormal Event Detection in Visual Surveillance With Neuromorphic Vision Sensor","display_name":"NeuroAED: Towards Efficient Abnormal Event Detection in Visual Surveillance With Neuromorphic Vision Sensor","publication_year":2020,"publication_date":"2020-09-14","ids":{"openalex":"https://openalex.org/W3086165762","doi":"https://doi.org/10.1109/tifs.2020.3023791","mag":"3086165762"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2020.3023791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2020.3023791","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://mediatum.ub.tum.de/1625396","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100323037","display_name":"Guang Chen","orcid":"https://orcid.org/0000-0002-7416-592X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Guang Chen","raw_affiliation_strings":["Chair of Robotics, Artificial Intelligence and Real-time Systems, Technical University of Munich, Munich, Germany","Department of Automotive Engineering, Tongji University, Shanghai, China","State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7416-592X","affiliations":[{"raw_affiliation_string":"Chair of Robotics, Artificial Intelligence and Real-time Systems, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Department of Automotive Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103069824","display_name":"Peigen Liu","orcid":"https://orcid.org/0000-0002-2689-2786"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peigen Liu","raw_affiliation_strings":["Department of Automotive Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2689-2786","affiliations":[{"raw_affiliation_string":"Department of Automotive Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021887616","display_name":"Zhengfa Liu","orcid":"https://orcid.org/0000-0003-3544-5694"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengfa Liu","raw_affiliation_strings":["Department of Automotive Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3544-5694","affiliations":[{"raw_affiliation_string":"Department of Automotive Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057282687","display_name":"Huajin Tang","orcid":"https://orcid.org/0000-0002-9857-1543"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huajin Tang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9857-1543","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012932724","display_name":"Hong Lin","orcid":"https://orcid.org/0000-0003-3494-482X"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Hong","raw_affiliation_strings":["College of Transportation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Transportation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045265932","display_name":"Jinhu Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhu Dong","raw_affiliation_strings":["Department of Automotive Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automotive Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032405883","display_name":"J\u00f6rg Conradt","orcid":"https://orcid.org/0000-0001-5998-9640"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jorg Conradt","raw_affiliation_strings":["KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-5998-9640","affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063781430","display_name":"Alois Knoll","orcid":"https://orcid.org/0000-0003-4840-076X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alois Knoll","raw_affiliation_strings":["Chair of Robotics, Artificial Intelligence and Realtime Systems, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Robotics, Artificial Intelligence and Realtime Systems, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.086,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.89856287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":null,"first_page":"923","last_page":"936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9628999829292297,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9163733124732971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8559709787368774},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7157663702964783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7048889398574829},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6476963758468628},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6050014495849609},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.5695195198059082},{"id":"https://openalex.org/keywords/image-sensor","display_name":"Image sensor","score":0.4655251204967499},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.208601176738739}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9163733124732971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8559709787368774},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7157663702964783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7048889398574829},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6476963758468628},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6050014495849609},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.5695195198059082},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.4655251204967499},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.208601176738739},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tifs.2020.3023791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2020.3023791","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1625396","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1625396","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:mediatum.ub.tum.de:node/1625396","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1625396","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G6371315947","display_name":"\u9488\u5bf9\u65e0\u4eba\u8f66\u5f31\u7279\u5f81\u5c0f\u7269\u4f53\u68c0\u6d4b\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u8981\u7d20\u5173\u8054\u8c03\u5236\u673a\u5236\u7814\u7a76","funder_award_id":"61906138","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1922838137","https://openalex.org/W1939221340","https://openalex.org/W1967456674","https://openalex.org/W1986856989","https://openalex.org/W2004149082","https://openalex.org/W2021659075","https://openalex.org/W2073774279","https://openalex.org/W2086742208","https://openalex.org/W2097363716","https://openalex.org/W2107323262","https://openalex.org/W2110383222","https://openalex.org/W2112447569","https://openalex.org/W2122361470","https://openalex.org/W2123557418","https://openalex.org/W2125276050","https://openalex.org/W2138787968","https://openalex.org/W2160547390","https://openalex.org/W2165396124","https://openalex.org/W2319839460","https://openalex.org/W2343449569","https://openalex.org/W2394499918","https://openalex.org/W2464754550","https://openalex.org/W2469278928","https://openalex.org/W2519730330","https://openalex.org/W2560335610","https://openalex.org/W2563767618","https://openalex.org/W2565755350","https://openalex.org/W2567239141","https://openalex.org/W2579718262","https://openalex.org/W2745933219","https://openalex.org/W2766574284","https://openalex.org/W2767263766","https://openalex.org/W2796402180","https://openalex.org/W2883286874","https://openalex.org/W2890948304","https://openalex.org/W2900317249","https://openalex.org/W2938463073","https://openalex.org/W2943136257","https://openalex.org/W2963510238","https://openalex.org/W2987260487","https://openalex.org/W3005611077","https://openalex.org/W3006644525","https://openalex.org/W3022569182","https://openalex.org/W3039515597","https://openalex.org/W3040838455","https://openalex.org/W3102178346","https://openalex.org/W3122190729","https://openalex.org/W4226051885","https://openalex.org/W4300167295","https://openalex.org/W6669036798","https://openalex.org/W6676727762","https://openalex.org/W6745178058","https://openalex.org/W6753926284"],"related_works":["https://openalex.org/W2977517636","https://openalex.org/W2142311551","https://openalex.org/W2075082765","https://openalex.org/W1548368440","https://openalex.org/W2810129309","https://openalex.org/W2883717048","https://openalex.org/W2061141771","https://openalex.org/W2946288499","https://openalex.org/W2096185181","https://openalex.org/W3092800402"],"abstract_inverted_index":{"Abnormal":[0],"event":[1,50,145,150,170,175,190],"detection":[2,51,191],"is":[3,114],"an":[4],"important":[5],"task":[6],"in":[7,17],"research":[8],"and":[9,32,123,152,206,216,221],"industrial":[10],"applications,":[11],"which":[12],"has":[13],"received":[14],"considerable":[15],"attention":[16],"recent":[18],"years.":[19],"Existing":[20],"methods":[21],"usually":[22],"rely":[23],"on":[24,110,131,143,213],"standard":[25],"frame-based":[26,56],"cameras":[27],"to":[28,54,147,164,188],"record":[29],"the":[30,55,90,97,100,111,120,144,154,168,173,180,183,218],"data":[31],"process":[33],"them":[34],"with":[35,192],"computer":[36],"vision":[37,47,59,194],"technologies.":[38],"In":[39],"contrast,":[40],"this":[41,132],"paper":[42],"presents":[43],"a":[44,73,115,138,158],"novel":[45,159],"neuromorphic":[46,58,193],"based":[48,142,212],"abnormal":[49,121,174,189],"system.":[52],"Compared":[53],"camera,":[57],"sensors,":[60],"such":[61],"as":[62],"Dynamic":[63],"Vision":[64],"Sensor":[65],"(DVS),":[66],"do":[67],"not":[68],"acquire":[69],"full":[70],"images":[71],"at":[72,89],"fixed":[74],"frame":[75],"rate":[76],"but":[77],"rather":[78],"have":[79],"independent":[80],"pixels":[81],"that":[82],"output":[83],"intensity":[84],"changes":[85],"(called":[86],"events)":[87],"asynchronously":[88],"time":[91],"they":[92],"occur.":[93],"Thus,":[94],"it":[95],"avoids":[96],"design":[98,157],"of":[99,200,223],"encryption":[101],"scheme.":[102],"Since":[103],"events":[104],"are":[105,210],"triggered":[106],"by":[107],"moving":[108],"edges":[109],"scene,":[112],"DVS":[113],"natural":[116],"motion":[117],"detector":[118],"for":[119,172],"objects":[122],"automatically":[124],"filters":[125],"out":[126],"any":[127],"temporally-redundant":[128],"information.":[129],"Based":[130],"unique":[133],"output,":[134],"we":[135,178],"first":[136,184],"propose":[137],"highly":[139],"efficient":[140],"method":[141],"density":[146],"select":[148],"activated":[149,169],"cuboids":[151,171],"locate":[153],"foreground.":[155],"We":[156],"event-based":[160],"multiscale":[161],"spatio-temporal":[162],"descriptor":[163],"extract":[165],"features":[166],"from":[167],"detection.":[176],"Additionally,":[177],"build":[179],"NeuroAED":[181,197],"dataset,":[182],"public":[185],"dataset":[186,198],"dedicated":[187],"sensor.":[195],"The":[196],"consists":[199],"four":[201],"sub-datasets:":[202],"Walking,":[203],"Campus,":[204],"Square,":[205],"Stair":[207],"dataset.":[208],"Experiments":[209],"conducted":[211],"these":[214],"datasets":[215],"demonstrate":[217],"high":[219],"efficiency":[220],"accuracy":[222],"our":[224],"method.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
