{"id":"https://openalex.org/W4407246914","doi":"https://doi.org/10.1109/mis.2025.3539221","title":"Edge\u2013Cloud Collaborative Real-Time Video Object Detection for Industrial Surveillance Systems","display_name":"Edge\u2013Cloud Collaborative Real-Time Video Object Detection for Industrial Surveillance Systems","publication_year":2025,"publication_date":"2025-02-07","ids":{"openalex":"https://openalex.org/W4407246914","doi":"https://doi.org/10.1109/mis.2025.3539221"},"language":"en","primary_location":{"id":"doi:10.1109/mis.2025.3539221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2025.3539221","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent 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/A5082739421","display_name":"Siyan Guo","orcid":"https://orcid.org/0000-0002-1493-8775"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Siyan Guo","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-1493-8775","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cong Zhao","orcid":"https://orcid.org/0000-0002-9002-4350"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Zhao","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-9002-4350","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114236911","display_name":"Shusen Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shusen Yang","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics and with the Ministry of Education Key Lab for Intelligent Networks and Network Security, Xi’an Jiaotong University, Shaanxi, China","National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-4495-6237","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics and with the Ministry of Education Key Lab for Intelligent Networks and Network Security, Xi’an Jiaotong University, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yingying Liang","orcid":"https://orcid.org/0000-0002-8607-2413"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Liang","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-8607-2413","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645427","display_name":"Yimeng Wang","orcid":"https://orcid.org/0000-0003-1491-4519"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yimeng Wang","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-1491-4519","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004907878","display_name":"Qing Han","orcid":"https://orcid.org/0000-0003-1272-9651"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Han","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-1272-9651","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082739421"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":2.2251,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86488814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"40","issue":"2","first_page":"55","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9408000111579895,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10036","display_name":"Advanced Neural Network Applications","score":0.9397000074386597,"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":0.8140145540237427},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7325604557991028},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5261114239692688},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5188068747520447},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.43279483914375305},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4264552593231201},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4142882525920868},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4083334505558014},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3796626925468445},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3443392515182495},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3165982961654663},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15955498814582825},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.15221723914146423},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13907507061958313}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140145540237427},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7325604557991028},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5261114239692688},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5188068747520447},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.43279483914375305},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4264552593231201},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4142882525920868},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4083334505558014},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3796626925468445},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3443392515182495},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3165982961654663},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15955498814582825},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.15221723914146423},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13907507061958313}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mis.2025.3539221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2025.3539221","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1769842585","display_name":null,"funder_award_id":"2020YFA0713900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3133896232","display_name":null,"funder_award_id":"2021YFB2401300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3304135938","display_name":null,"funder_award_id":"2022YFA1004100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5234250448","display_name":null,"funder_award_id":"11690011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5372072380","display_name":null,"funder_award_id":"U1811461","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7108580912","display_name":null,"funder_award_id":"62172329","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8698885527","display_name":null,"funder_award_id":"U21A6005","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2552900565","https://openalex.org/W2797952247","https://openalex.org/W2799058067","https://openalex.org/W2806298527","https://openalex.org/W2919115771","https://openalex.org/W2963163009","https://openalex.org/W2965594636","https://openalex.org/W3132987155","https://openalex.org/W3205343175","https://openalex.org/W4220827132","https://openalex.org/W4285249134","https://openalex.org/W4312623602","https://openalex.org/W4312854700","https://openalex.org/W4403196715","https://openalex.org/W6746472748","https://openalex.org/W6750227808","https://openalex.org/W6761178061","https://openalex.org/W6849520326","https://openalex.org/W6853320438","https://openalex.org/W6947681574"],"related_works":["https://openalex.org/W2315652488","https://openalex.org/W2028037572","https://openalex.org/W2039365229","https://openalex.org/W65623452","https://openalex.org/W2145843506","https://openalex.org/W4293054829","https://openalex.org/W2056407677","https://openalex.org/W2128085731","https://openalex.org/W2965594636","https://openalex.org/W2551441443"],"abstract_inverted_index":{"Industrial":[0],"video":[1,35,40,100,137],"surveillance":[2,41],"systems":[3],"play":[4],"a":[5,63,81],"pivotal":[6],"role":[7],"in":[8,24,34,129],"smart":[9,110],"industry,":[10],"prioritizing":[11],"safety":[12],"protection.":[13],"Object":[14],"detection":[15,102,139],"resorting":[16],"to":[17,73,95,134],"deep":[18],"neural":[19],"networks":[20],"(DNNs)":[21],"is":[22],"promising":[23],"achieving":[25],"accurate":[26],"and":[27,30,68,88,114,132],"autonomous":[28],"localization":[29],"identification":[31],"of":[32,56,108],"anomalies":[33],"frames,":[36],"supporting":[37],"broad":[38],"intelligent":[39,91,109],"applications.":[42,75],"However,":[43],"existing":[44],"approaches":[45],"are":[46],"either":[47],"computation-":[48],"or":[49],"communication-intensive.":[50],"Limited":[51],"by":[52],"the":[53],"constrained":[54],"resources":[55],"industrial":[57],"systems,":[58],"they":[59],"usually":[60],"suffer":[61],"from":[62],"high":[64],"end-to-end":[65],"(E2E)":[66],"latency,":[67,131],"cannot":[69],"be":[70],"directly":[71],"applied":[72],"latency-sensitive":[74],"In":[76,104],"this":[77],"article,":[78],"we":[79],"present":[80],"light-weight":[82],"edge\u2013cloud":[83],"collaborative":[84],"branchy":[85],"DNN,":[86],"CombiNet,":[87],"customize":[89],"an":[90,97],"edge":[92],"device,":[93],"Edge\u2013Vbox,":[94],"construct":[96],"effective":[98],"real-time":[99,136],"object":[101,138],"solution.":[103],"our":[105,123],"case":[106],"study":[107],"grid":[111],"substation":[112],"operation":[113],"maintenance,":[115],"experimental":[116],"results":[117],"using":[118],"real-world":[119],"data":[120],"demonstrate":[121],"that":[122],"approach":[124],"significantly":[125],"outperforms":[126],"state-of-the-art":[127],"methods":[128],"E2E":[130],"manages":[133],"achieve":[135],"with":[140],"negligible":[141],"accuracy":[142],"loss.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}