{"id":"https://openalex.org/W2970049315","doi":"https://doi.org/10.1109/tii.2019.2937905","title":"Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT","display_name":"Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT","publication_year":2019,"publication_date":"2019-08-27","ids":{"openalex":"https://openalex.org/W2970049315","doi":"https://doi.org/10.1109/tii.2019.2937905","mag":"2970049315"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2937905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2937905","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/A5090689566","display_name":"Tanveer Hussain","orcid":"https://orcid.org/0000-0003-4861-8347"},"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":"Tanveer Hussain","raw_affiliation_strings":["Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4861-8347","affiliations":[{"raw_affiliation_string":"Intelligent Media Laboratory, Digital Contents Research Institute, 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/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":"Khan Muhammad","raw_affiliation_strings":["Department of Software, Sejong University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017326471","display_name":"Javier Del Ser","orcid":"https://orcid.org/0000-0002-1260-9775"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I2802176441","display_name":"Basque Center for Applied Mathematics","ror":"https://ror.org/03b21sh32","country_code":"ES","type":"education","lineage":["https://openalex.org/I2802176441"]},{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Del Ser","raw_affiliation_strings":["Basque Center for Applied Mathematics, Bilbao, Spain","TECNALIA, Derio, Spain","University of the Basque Country (UPV/EHU), Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Basque Center for Applied Mathematics, Bilbao, Spain","institution_ids":["https://openalex.org/I2802176441"]},{"raw_affiliation_string":"TECNALIA, Derio, Spain","institution_ids":["https://openalex.org/I4210113430"]},{"raw_affiliation_string":"University of the Basque Country (UPV/EHU), Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"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":["Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6678-7788","affiliations":[{"raw_affiliation_string":"Intelligent Media Laboratory, Digital Contents Research Institute, 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/I3125581668","display_name":"Universidade de Fortaleza","ror":"https://ror.org/02ynbzc81","country_code":"BR","type":"education","lineage":["https://openalex.org/I3125581668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Victor Hugo C. de Albuquerque","raw_affiliation_strings":["Graduate Program in Applied Informatics, Universidade de Fortaleza, Fortaleza, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3886-4309","affiliations":[{"raw_affiliation_string":"Graduate Program in Applied Informatics, Universidade de Fortaleza, Fortaleza, Brazil","institution_ids":["https://openalex.org/I3125581668"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7567,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.96898267,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"16","issue":"4","first_page":"2592","last_page":"2602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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"}},"topics":[{"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/T11439","display_name":"Video Analysis and Summarization","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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9969000220298767,"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/automatic-summarization","display_name":"Automatic summarization","score":0.8987704515457153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8446395397186279},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47846055030822754},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4764554798603058},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4707929193973541},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46734076738357544},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4457830488681793},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.41087955236434937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3426656126976013},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33719372749328613},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26048409938812256},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1025661826133728}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8987704515457153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8446395397186279},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47846055030822754},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4764554798603058},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4707929193973541},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46734076738357544},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4457830488681793},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.41087955236434937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3426656126976013},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33719372749328613},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26048409938812256},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1025661826133728}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tii.2019.2937905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2937905","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"},{"id":"pmh:oai:bird.bcamath.org:20.500.11824/1168","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11824/1168","pdf_url":null,"source":{"id":"https://openalex.org/S4306401608","display_name":"BIRD (Basque Center for Applied Mathematics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802176441","host_organization_name":"Basque Center for Applied Mathematics","host_organization_lineage":["https://openalex.org/I2802176441"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/4492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/TII.2019.2937905","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:pure.atira.dk:publications/0acf4ae0-770a-4bd9-ba64-5ca58c3d6f9b","is_oa":false,"landing_page_url":"https://research.edgehill.ac.uk/en/publications/0acf4ae0-770a-4bd9-ba64-5ca58c3d6f9b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402462","display_name":"Edge Hill University Research Information Repository (Edge Hill University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165525304","host_organization_name":"Edge Hill University","host_organization_lineage":["https://openalex.org/I165525304"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hussain, T, Muhammad, K, Ser, J D, Baik, S W & Albuquerque, V H C D 2019, 'Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT', IEEE Transactions on Industrial Informatics, pp. 2592-2602. https://doi.org/10.1109/TII.2019.2937905","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522734439","https://openalex.org/W1587083568","https://openalex.org/W1780302016","https://openalex.org/W1943579973","https://openalex.org/W1972230647","https://openalex.org/W1986668597","https://openalex.org/W2004216193","https://openalex.org/W2014234730","https://openalex.org/W2038194220","https://openalex.org/W2040903332","https://openalex.org/W2069514153","https://openalex.org/W2096974968","https://openalex.org/W2105103777","https://openalex.org/W2105346939","https://openalex.org/W2111619626","https://openalex.org/W2113154117","https://openalex.org/W2119362355","https://openalex.org/W2147805742","https://openalex.org/W2155908598","https://openalex.org/W2156626839","https://openalex.org/W2218489740","https://openalex.org/W2261725834","https://openalex.org/W2391320618","https://openalex.org/W2476076050","https://openalex.org/W2508193352","https://openalex.org/W2590001609","https://openalex.org/W2617122763","https://openalex.org/W2769581371","https://openalex.org/W2790757012","https://openalex.org/W2791519331","https://openalex.org/W2806203604","https://openalex.org/W2889780496","https://openalex.org/W2900471873","https://openalex.org/W2962744037","https://openalex.org/W2963670497","https://openalex.org/W4293584584","https://openalex.org/W6620707391","https://openalex.org/W6638092738","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4323520239","https://openalex.org/W4389760904","https://openalex.org/W4306886878"],"abstract_inverted_index":{"Nowadays,":[0],"video":[1,41,52,60,134],"sensors":[2,53],"are":[3,86,173],"used":[4,200],"on":[5],"a":[6,100],"large":[7],"scale":[8],"for":[9,74,89,150,157,188,204,218],"various":[10,205],"applications,":[11],"including":[12],"security":[13,209],"monitoring":[14],"and":[15,23,85,106,126,152,155,175,210,213],"smart":[16,120,211],"transportation.":[17],"However,":[18],"the":[19,69,164],"limited":[20],"communication":[21],"bandwidth":[22],"storage":[24],"constraints":[25],"make":[26],"it":[27],"challenging":[28],"to":[29,46,68,80,131,160,185],"process":[30,59],"such":[31,207],"heterogeneous":[32],"nature":[33],"of":[34,94,169,182],"Big":[35],"Data":[36],"in":[37,50,62,141,163,201],"real":[38],"time.":[39],"Multiview":[40],"summarization":[42],"(MVS)":[43],"enables":[44],"us":[45],"suppress":[47],"redundant":[48],"data":[49,61],"distributed":[51],"settings.":[54],"The":[55,167],"existing":[56],"MVS":[57,111],"approaches":[58],"offline":[63],"manner":[64],"by":[65],"transmitting":[66],"them":[67],"local":[70],"or":[71],"cloud":[72],"server":[73],"analysis,":[75],"which":[76],"requires":[77],"extra":[78],"streaming":[79],"conduct":[81],"summarization,":[82],"huge":[83],"bandwidth,":[84],"not":[87],"applicable":[88],"integration":[90],"with":[91,128,177],"industrial":[92,202],"Internet":[93],"Things":[95],"(IIoT).":[96],"This":[97],"article":[98],"presents":[99],"light-weight":[101,144],"convolutional":[102],"neural":[103],"network":[104,118],"(CNN)":[105],"IIoT-based":[107],"computationally":[108],"intelligent":[109],"(CI)":[110],"framework.":[112],"Our":[113],"method":[114],"uses":[115],"an":[116],"IIoT":[117,165],"containing":[119],"devices,":[121],"Raspberry":[122],"Pi":[123],"(RPi)":[124],"(clients":[125],"master)":[127],"embedded":[129],"cameras":[130],"capture":[132],"multiview":[133],"data.":[135],"Each":[136],"client":[137,171],"RPi":[138,172,187],"detects":[139],"target":[140],"frames":[142,168],"via":[143],"CNN":[145],"model,":[146],"analyzes":[147],"these":[148],"targets":[149],"traffic":[151],"crowd":[153],"density,":[154],"searches":[156],"suspicious":[158],"objects":[159],"generate":[161],"alert":[162],"network.":[166],"each":[170,183],"encoded":[174],"transmitted":[176],"approximately":[178],"17.02%":[179],"smaller":[180],"size":[181],"frame":[184],"master":[186],"final":[189],"MVS.":[190],"Empirical":[191],"analysis":[192],"shows":[193],"that":[194],"our":[195],"proposed":[196],"framework":[197],"can":[198,214],"be":[199,215],"environments":[203],"applications":[206],"as":[208],"transportation":[212],"proved":[216],"beneficial":[217],"saving":[219],"resources.":[220],"<sup":[221],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[222],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">11</sup>":[223],"[Online].":[224],"Available:":[225],"https://github.com/tanveer-hussain/Embedded-Vision-for-MVS.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-09-05T00:00:00"}
