{"id":"https://openalex.org/W3203160579","doi":"https://doi.org/10.1109/tii.2021.3116377","title":"AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks","display_name":"AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks","publication_year":2021,"publication_date":"2021-09-29","ids":{"openalex":"https://openalex.org/W3203160579","doi":"https://doi.org/10.1109/tii.2021.3116377","mag":"3203160579"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2021.3116377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3116377","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5034260529","display_name":"Fath U Min Ullah","orcid":"https://orcid.org/0000-0002-1243-9358"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Fath U Min Ullah","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1243-9358","affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018267985","display_name":"Khan Muhammad","orcid":"https://orcid.org/0000-0002-5302-1150"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Khan Muhammad","raw_affiliation_strings":["Visual Analytics for Knowledge Laboratory (VIS2KNOW Lab), School of Convergence, College of Computing and Informatics, Sungkyunkwan University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5302-1150","affiliations":[{"raw_affiliation_string":"Visual Analytics for Knowledge Laboratory (VIS2KNOW Lab), School of Convergence, College of Computing and Informatics, Sungkyunkwan University, Seoul, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000747784","display_name":"Ijaz Ul Haq","orcid":"https://orcid.org/0000-0001-8201-7372"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ijaz Ul Haq","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054308631","display_name":"Noman Khan","orcid":"https://orcid.org/0000-0001-7531-3827"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Noman Khan","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028441474","display_name":"Ali Asghar Heidari","orcid":"https://orcid.org/0000-0001-6938-9948"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Asghar Heidari","raw_affiliation_strings":["School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072407810","display_name":"Sung Wook Baik","orcid":"https://orcid.org/0000-0002-6678-7788"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Wook Baik","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6678-7788","affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045093520","display_name":"Victor Hugo C. de Albuquerque","orcid":"https://orcid.org/0000-0003-3886-4309"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Victor de Albuquerque","raw_affiliation_strings":["Department of Teleinformatics Engineering, Federal University of Ceará, Fortaleza, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3886-4309","affiliations":[{"raw_affiliation_string":"Department of Teleinformatics Engineering, Federal University of Ceará, Fortaleza, Brazil","institution_ids":["https://openalex.org/I243754102"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.7131,"has_fulltext":false,"cited_by_count":141,"citation_normalized_percentile":{"value":0.9880134,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"18","issue":"8","first_page":"5359","last_page":"5370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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":0.9986000061035156,"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":0.7725381851196289},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6628729701042175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6528178453445435},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5363408923149109},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5029286742210388},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4804820120334625},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4803920388221741},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4558086097240448},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43586963415145874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38059481978416443},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37018004059791565},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33856838941574097},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.24127477407455444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7725381851196289},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6628729701042175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6528178453445435},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5363408923149109},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5029286742210388},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4804820120334625},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4803920388221741},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4558086097240448},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43586963415145874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38059481978416443},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37018004059791565},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33856838941574097},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.24127477407455444},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2021.3116377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3116377","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1924770834","https://openalex.org/W1952703253","https://openalex.org/W1969914528","https://openalex.org/W2464754550","https://openalex.org/W2471354298","https://openalex.org/W2625270925","https://openalex.org/W2735680660","https://openalex.org/W2771803504","https://openalex.org/W2806240182","https://openalex.org/W2895554091","https://openalex.org/W2904583850","https://openalex.org/W2914268030","https://openalex.org/W2916099718","https://openalex.org/W2922361310","https://openalex.org/W2924911805","https://openalex.org/W2936610935","https://openalex.org/W2943636131","https://openalex.org/W2964167369","https://openalex.org/W2966264335","https://openalex.org/W2970269396","https://openalex.org/W2987850001","https://openalex.org/W2996503289","https://openalex.org/W3004469560","https://openalex.org/W3004657710","https://openalex.org/W3006898026","https://openalex.org/W3081434152","https://openalex.org/W3106108873","https://openalex.org/W3106379213","https://openalex.org/W3111440907","https://openalex.org/W3160587007","https://openalex.org/W6640212811","https://openalex.org/W6640976732"],"related_works":["https://openalex.org/W2969228573","https://openalex.org/W4313339048","https://openalex.org/W3201779876","https://openalex.org/W4386004629","https://openalex.org/W3176734149","https://openalex.org/W3113627641","https://openalex.org/W4238142035","https://openalex.org/W2885461866","https://openalex.org/W3191964704","https://openalex.org/W2901937988"],"abstract_inverted_index":{"Analyzing":[0],"surveillance":[1,23,61,180],"videos":[2],"is":[3,41,86,119,131,162],"mandatory":[4],"for":[5,101,145,168],"the":[6,22,47,53,89,129,137,178,186,189,197,201],"public":[7],"and":[8,35,45,174,181],"industrial":[9],"security.":[10],"Overwhelming":[11],"growth":[12],"in":[13,25,74,125,196],"computer":[14],"vision":[15],"fields":[16],"has":[17],"been":[18],"made":[19],"to":[20,43,51,66,95,143,164],"automate":[21],"system":[24],"terms":[26],"of":[27,55,58,188],"human":[28],"activity":[29],"recognition,":[30],"such":[31,110],"as":[32,111,121],"behavior":[33],"analysis":[34],"violence":[36],"detection":[37],"(VD).":[38],"However,":[39],"it":[40],"challenging":[42],"detect":[44],"analyze":[46],"violent":[48],"scenes":[49],"intelligently":[50],"fulfill":[52],"notion":[54],"Industrial":[56],"Internet":[57],"Things":[59],"(IIoT)-based":[60],"buoyed":[62],"by":[63,192],"constrained":[64],"resources":[65],"reduce":[67],"computational":[68],"power.":[69],"To":[70],"tackle":[71],"this":[72,75],"challenge,":[73],"article,":[76],"an":[77,117,122],"artificial":[78],"intelligence":[79],"enabled":[80],"IIoT-based":[81],"framework":[82],"with":[83,133,139,200],"VD-Network":[84],"(VD-Net)":[85],"proposed.":[87],"First,":[88],"input":[90],"video":[91],"frames":[92,138],"are":[93,141,150],"passed":[94],"light-weight":[96],"convolutional":[97,153],"neural":[98],"network":[99,127],"model":[100],"important":[102],"information":[103,130],"collection":[104],"including":[105],"humans":[106],"or":[107],"suspicious":[108,114],"objects":[109,140],"knives/guns.":[112],"Upon":[113],"object":[115],"detection,":[116],"alert":[118],"generated":[120],"earlier":[123],"VD":[124,203],"IIoT":[126],"while":[128],"shared":[132],"concern":[134],"departments.":[135],"Only":[136],"forwarded":[142],"cloud":[144],"detail":[146],"investigation":[147],"where":[148],"features":[149],"extracted":[151],"using":[152],"long":[154],"short-term":[155],"memory":[156],"(ConvLSTM).":[157],"The":[158,171],"latter":[159],"from":[160],"ConvLSTM":[161],"propagated":[163],"gated":[165],"recurrent":[166],"unit":[167],"final":[169],"VD.":[170],"conducted":[172],"experiments":[173],"ablation":[175],"study":[176],"on":[177],"existing":[179],"nonsurveillance":[182],"datasets":[183],"empirically":[184],"validate":[185],"effectiveness":[187],"proposed":[190],"VD-Net":[191],"improving":[193],"3.9%":[194],"increase":[195],"accuracy":[198],"compared":[199],"state-of-the-art":[202],"methods.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":40},{"year":2024,"cited_by_count":43},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}