{"id":"https://openalex.org/W4321195633","doi":"https://doi.org/10.1109/tmc.2023.3246176","title":"Industrial Vision: Rectifying Millimeter-Level Edge Deviation in Industrial Internet of Things With Camera-Based Edge Device","display_name":"Industrial Vision: Rectifying Millimeter-Level Edge Deviation in Industrial Internet of Things With Camera-Based Edge Device","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4321195633","doi":"https://doi.org/10.1109/tmc.2023.3246176"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2023.3246176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3246176","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5100365442","display_name":"Lei Xie","orcid":"https://orcid.org/0000-0002-2994-6743"},"institutions":[{"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":false,"raw_author_name":"Lei Xie","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-2994-6743","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032824896","display_name":"Zihao Chu","orcid":"https://orcid.org/0009-0000-6975-4271"},"institutions":[{"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":false,"raw_author_name":"Zihao Chu","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421454","display_name":"Yi Li","orcid":"https://orcid.org/0000-0002-2092-4505"},"institutions":[{"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":false,"raw_author_name":"Yi Li","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054698524","display_name":"Tao Gu","orcid":"https://orcid.org/0000-0002-1350-6639"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tao Gu","raw_affiliation_strings":["School of Computing, Macquarie University, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1350-6639","affiliations":[{"raw_affiliation_string":"School of Computing, Macquarie University, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077407278","display_name":"Yanling Bu","orcid":"https://orcid.org/0000-0001-8207-1125"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanling Bu","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065806203","display_name":"Chuyu Wang","orcid":"https://orcid.org/0000-0002-1479-9023"},"institutions":[{"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":false,"raw_author_name":"Chuyu Wang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-1479-9023","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043533769","display_name":"Sanglu Lu","orcid":"https://orcid.org/0000-0003-1467-4519"},"institutions":[{"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":false,"raw_author_name":"Sanglu Lu","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0588,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79550299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"17"},"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":0.9768000245094299,"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":0.9768000245094299,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9702000021934509,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.961899995803833,"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/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7190961241722107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6983702182769775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46887636184692383},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4306511878967285},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.41277217864990234},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37109655141830444},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.09838283061981201}],"concepts":[{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7190961241722107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6983702182769775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46887636184692383},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4306511878967285},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.41277217864990234},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37109655141830444},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.09838283061981201},{"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/tmc.2023.3246176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3246176","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W97134437","https://openalex.org/W845365781","https://openalex.org/W1930528368","https://openalex.org/W1970507342","https://openalex.org/W1971797833","https://openalex.org/W1977272108","https://openalex.org/W2003370853","https://openalex.org/W2017745767","https://openalex.org/W2071133892","https://openalex.org/W2101349674","https://openalex.org/W2145023731","https://openalex.org/W2478690774","https://openalex.org/W2560622558","https://openalex.org/W2614889182","https://openalex.org/W2963307106","https://openalex.org/W3022998786","https://openalex.org/W3214760420","https://openalex.org/W4241687679","https://openalex.org/W7036952098"],"related_works":["https://openalex.org/W2763966779","https://openalex.org/W4322761281","https://openalex.org/W3106131444","https://openalex.org/W4386004629","https://openalex.org/W2978025139","https://openalex.org/W4313526662","https://openalex.org/W2981826164","https://openalex.org/W4313463218","https://openalex.org/W4313463379","https://openalex.org/W4376106090"],"abstract_inverted_index":{"Nowadays,":[0],"to":[1,22,42,65,73,148,157,180,199,356],"realize":[2,211],"the":[3,24,75,94,102,121,124,129,145,153,159,165,183,187,201,212,224,230,239,244,266,280,287,301,308,313,324,340,347],"intelligent":[4,47],"manufacturing":[5,48],"in":[6,15,19,27,49,99,142,286],"Industrial":[7],"Internet":[8],"of":[9,93,105,120,123,144,167,174,226,235,304,316,326,339,350],"Things":[10],"(IIoT)":[11],"scenarios,":[12],"novel":[13,63],"approaches":[14],"computer":[16],"vision":[17],"are":[18,40],"great":[20],"demand":[21],"tackle":[23],"new":[25],"challenges":[26],"IIoT":[28],"environment.":[29],"These":[30],"approaches,":[31],"which":[32],"we":[33,60,170,190,222],"call":[34],"<italic":[35,69,193,231,270,276,297],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[36,70,194,232,271,277,298],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Industrial":[37],"Vision</i>":[38],",":[39,72,237],"expected":[41],"offer":[43],"customized":[44],"solutions":[45],"for":[46,79,307,319,330],"an":[50],"accurate,":[51],"time":[52],"efficient":[53],"and":[54,127,151,207,283,346],"robust":[55],"manner.":[56],"In":[57],"this":[58],"paper,":[59],"propose":[61,191],"a":[62,135,172,192,255],"approach":[64],"industrial":[66],"vision,":[67],"called":[68],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Edge-Eye</i>":[71,278,299],"rectify":[74,152],"edge":[76,140,154,166,185,202,216,240,267,309,320],"deviation":[77,268,310,321],"automatically":[78],"Irradiated":[80],"Cross-linked":[81],"Polyethylene":[82],"Foam":[83],"(IXPE)":[84],"production":[85,103,161,290,332],"with":[86,138,177,218,243,260,312],"millimeter-level":[87],"accuracy.":[88],"IXPE":[89,106,146,168,289,351],"has":[90,343],"been":[91,344],"one":[92],"most":[95],"commonly":[96],"used":[97],"materials":[98],"industry.":[100],"During":[101,323],"process":[104,325],"sheets,":[107],"their":[108],"edges":[109],"need":[110],"keep":[111],"aligned":[112],"strictly,":[113],"otherwise,":[114],"they":[115],"could":[116],"quickly":[117],"get":[118],"out":[119],"border":[122],"rolling":[125],"plate":[126],"cause":[128],"huge":[130],"economic":[131],"loss.":[132],"We":[133,252,274],"deploy":[134,171],"commercial":[136],"camera":[137],"mobile":[139,215],"node":[141],"front":[143],"sheet":[147,184],"continuously":[149],"detect":[150],"deviation.":[155],"Particularly,":[156],"handle":[158],"complex":[160],"environment":[162],"when":[163],"extracting":[164,229],"sheet,":[169],"pair":[173],"reference":[175,247],"bars":[176],"high-contrast":[178],"colors":[179],"efficiently":[181],"differentiate":[182],"from":[186,204,354],"background.":[188],"Then,":[189],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Bi-direction":[195],"Edge":[196],"Tracking":[197],"method</i>":[198],"perform":[200],"detection":[203],"both":[205,250],"vertical":[206],"horizontal":[208],"aspects.":[209],"To":[210],"rectification":[213],"using":[214],"nodes":[217],"limited":[219],"computing":[220],"resources,":[221],"reduce":[223],"cost":[225],"computation":[227],"by":[228],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Minimized":[233],"Region":[234],"Interest</i>":[236],"i.e.,":[238],"area":[241],"overlapped":[242],"higher":[245],"contrast":[246],"bar":[248],"on":[249,279],"sides.":[251],"further":[253],"design":[254],"negative":[256],"feedback":[257,262],"control":[258],"system":[259],"multi-stage":[261],"regulation":[263],"mechanism,":[264],"keeping":[265],"within":[269],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">millimeter-level</i>":[272],".":[273],"implemented":[275],"ARM64":[281],"platform":[282],"performed":[284],"evaluation":[285],"practical":[288],"process.":[291],"The":[292],"experimental":[293],"results":[294],"show":[295],"that":[296],"achieves":[300],"average":[302,314],"accuracy":[303],"5":[305],"mm":[306],"rectification,":[311],"latency":[315],"200":[317],"ms":[318],"detection.":[322],"20-month":[327],"real":[328],"deployment":[329],"36":[331],"lines,":[333],"66":[334],"manpower":[335],"per":[336],"day":[337],"(90%":[338],"overall":[341],"manpower)":[342],"saved,":[345],"utilization":[348],"rate":[349],"material":[352],"increases":[353],"87%":[355],"94%.":[357]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
