{"id":"https://openalex.org/W4393241256","doi":"https://doi.org/10.1109/tetci.2024.3377680","title":"Data-Driven Container Marking Detection and Recognition System With an Open Large-Scale Scene Text Dataset","display_name":"Data-Driven Container Marking Detection and Recognition System With an Open Large-Scale Scene Text Dataset","publication_year":2024,"publication_date":"2024-03-27","ids":{"openalex":"https://openalex.org/W4393241256","doi":"https://doi.org/10.1109/tetci.2024.3377680"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3377680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3377680","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2434/1043072","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100755968","display_name":"Ying Xu","orcid":"https://orcid.org/0000-0003-0597-8537"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Xu","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020096055","display_name":"Zhangzhao Liang","orcid":"https://orcid.org/0009-0007-6370-0986"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangzhao Liang","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056371030","display_name":"Yanyang Liang","orcid":"https://orcid.org/0000-0001-6795-1925"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyang Liang","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569684","display_name":"Xinru Li","orcid":"https://orcid.org/0009-0009-7576-6442"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinru Li","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101953900","display_name":"Wenfeng Pan","orcid":"https://orcid.org/0009-0003-2051-7509"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenfeng Pan","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040703488","display_name":"Jie You","orcid":"https://orcid.org/0009-0007-0189-4965"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie You","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048113644","display_name":"Zhihao Long","orcid":"https://orcid.org/0009-0001-5167-211X"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Long","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017146820","display_name":"Yikui Zhai","orcid":"https://orcid.org/0000-0003-0154-9743"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yikui Zhai","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031772222","display_name":"Angelo Genovese","orcid":"https://orcid.org/0000-0002-3683-4723"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Genovese","raw_affiliation_strings":["Depatimento di Information, Universit&#x00E0; Degli Studi di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Depatimento di Information, Universit&#x00E0; Degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009147954","display_name":"Vincenzo Piuri","orcid":"https://orcid.org/0000-0003-3178-8198"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Piuri","raw_affiliation_strings":["Depatimento di Information, Universit&#x00E0; Degli Studi di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Depatimento di Information, Universit&#x00E0; Degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004969615","display_name":"Fabio Scotti","orcid":"https://orcid.org/0000-0002-4277-3701"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Scotti","raw_affiliation_strings":["Depatimento di Information, Universit&#x00E0; Degli Studi di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Depatimento di Information, Universit&#x00E0; Degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5100755968"],"corresponding_institution_ids":["https://openalex.org/I98834328"],"apc_list":null,"apc_paid":null,"fwci":0.7479,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69467684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":"5","first_page":"3368","last_page":"3381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.919700026512146,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.919700026512146,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9049000144004822,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7373678088188171},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6459643840789795},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6346098780632019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4221535325050354},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3729982078075409},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34045010805130005},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3203553855419159},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.16581052541732788},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14231380820274353},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09504470229148865}],"concepts":[{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7373678088188171},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6459643840789795},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6346098780632019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4221535325050354},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3729982078075409},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34045010805130005},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3203553855419159},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.16581052541732788},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14231380820274353},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09504470229148865},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetci.2024.3377680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3377680","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:air.unimi.it:2434/1043072","is_oa":true,"landing_page_url":"https://hdl.handle.net/2434/1043072","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:air.unimi.it:2434/1043072","is_oa":true,"landing_page_url":"https://hdl.handle.net/2434/1043072","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7606732923","display_name":null,"funder_award_id":"2021A1515011576","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W2008806374","https://openalex.org/W2060277733","https://openalex.org/W2074849287","https://openalex.org/W2127141656","https://openalex.org/W2144554289","https://openalex.org/W2194187530","https://openalex.org/W2194775991","https://openalex.org/W2339589954","https://openalex.org/W2343052201","https://openalex.org/W2537773590","https://openalex.org/W2785383245","https://openalex.org/W2799498328","https://openalex.org/W2810028092","https://openalex.org/W2810983211","https://openalex.org/W2914492226","https://openalex.org/W2962810613","https://openalex.org/W2963351448","https://openalex.org/W2963647456","https://openalex.org/W2964189064","https://openalex.org/W2965066169","https://openalex.org/W2965463054","https://openalex.org/W2991626090","https://openalex.org/W2997864923","https://openalex.org/W2998621280","https://openalex.org/W3003642782","https://openalex.org/W3003868038","https://openalex.org/W3034414401","https://openalex.org/W3049198170","https://openalex.org/W3080742155","https://openalex.org/W3093945404","https://openalex.org/W3110267192","https://openalex.org/W3119026898","https://openalex.org/W3158022345","https://openalex.org/W3176707157","https://openalex.org/W3179897446","https://openalex.org/W3181186176","https://openalex.org/W3202415716","https://openalex.org/W3204222726","https://openalex.org/W3204587887","https://openalex.org/W4214922754","https://openalex.org/W4226157755","https://openalex.org/W4229030834","https://openalex.org/W4283692648","https://openalex.org/W4294643229","https://openalex.org/W4295308169","https://openalex.org/W4312349930","https://openalex.org/W4312431055","https://openalex.org/W4312913774","https://openalex.org/W4317384349","https://openalex.org/W4319998010","https://openalex.org/W4377245481","https://openalex.org/W4379380529","https://openalex.org/W4385292311","https://openalex.org/W4386410320","https://openalex.org/W4393148643","https://openalex.org/W6640036494","https://openalex.org/W6855458781"],"related_works":["https://openalex.org/W2367301169","https://openalex.org/W2974221847","https://openalex.org/W2352134912","https://openalex.org/W2001079144","https://openalex.org/W2048054615","https://openalex.org/W2480624181","https://openalex.org/W2581710029","https://openalex.org/W2055230095","https://openalex.org/W3146804403","https://openalex.org/W2775844720"],"abstract_inverted_index":{"With":[0],"the":[1,6,27,51,65,130,174,193,209,238,255],"widespread":[2],"use":[3,19],"of":[4,20,29,40,67,92,101,132,171,260],"containers,":[5],"demand":[7],"for":[8,72,107,111,217,263,272],"Container":[9,223],"Marking":[10,224],"Detection":[11],"and":[12,32,47,57,69,97,109,158,183,202,241,244,258,279],"Recognition":[13,146],"(CMDR)":[14],"is":[15,36],"gradually":[16],"increasing.":[17],"The":[18,151,188],"deep":[21,126],"learning":[22],"algorithms":[23],"can":[24,156,232],"greatly":[25],"improve":[26],"efficiency":[28],"marking":[30,84,161],"detection":[31,108,182],"recognition.":[33],"However,":[34],"there":[35],"still":[37],"a":[38,140,163,168],"lack":[39],"research":[41,269,275],"on":[42,125,154,173,197],"CMDR":[43,73,141,149,194,274],"in":[44,50,237],"both":[45],"academia":[46],"industry,":[48],"resulting":[49],"current":[52],"task":[53,70,277],"being":[54],"completed":[55],"manually":[56],"inefficiently.":[58],"In":[59,114],"this":[60],"paper,":[61],"we":[62,76,116,136],"probe":[63],"into":[64],"importance":[66],"data-driven":[68],"paradigms":[71],"tasks.":[74,113,150],"Firstly,":[75],"constructed":[77],"an":[78,119,221],"open":[79],"large":[80],"scale":[81],"container":[82,160,266],"surface":[83],"text":[85,110,181,185],"dataset":[86,90,176,211],"called":[87],"ContainerText.":[88],"This":[89],"consists":[91],"12":[93],"k":[94],"high-resolution":[95],"images":[96],"provides":[98],"two":[99],"types":[100],"annotation":[102,122],"information:":[103],"bounding":[104],"box":[105],"used":[106],"recognition":[112,186],"addition,":[115],"also":[117],"propose":[118],"efficient":[120],"semi-automatic":[121],"method":[123,142,152],"based":[124,153,196],"learning,":[127],"which":[128,231],"reduces":[129],"cost":[131],"manual":[133],"annotation.":[134],"Subsequently,":[135],"have":[137,249],"innovatively":[138],"proposed":[139],"combining":[143],"Scene":[144],"Text":[145],"(STR)":[147],"with":[148],"STR":[155],"locate":[157],"recognize":[159],"from":[162,208,276],"fine-grained":[164],"level.":[165],"We":[166,248],"conducted":[167,250],"comprehensive":[169],"series":[170],"experiments":[172,252],"ContainerText":[175,210],"using":[177],"state-of-the-art":[178],"(SOTA)":[179],"scene":[180,184],"models.":[187],"experimental":[189,205],"results":[190,206],"demonstrate":[191],"that":[192],"method,":[195],"STR,":[198],"exhibits":[199],"exceptional":[200],"adaptability":[201],"feasibility.":[203],"All":[204],"obtained":[207],"will":[212],"act":[213],"as":[214],"performance":[215],"benchmarks":[216],"future":[218,273],"researchers.":[219],"Finally,":[220],"automated":[222,245],"Image":[225],"Acquisition":[226],"Mechanism":[227],"(CMIAM)":[228],"are":[229],"construucted,":[230],"effectively":[233],"avoid":[234],"complex":[235],"lighting":[236],"workshop":[239],"environment":[240],"achieve":[242],"high-quality":[243],"image":[246],"acquisition.":[247],"extensive":[251],"to":[253],"measure":[254],"distance,":[256],"resolution,":[257],"field":[259],"view":[261],"required":[262],"clearly":[264],"capturing":[265],"markings.":[267],"Our":[268],"providing":[270],"reference":[271],"solution":[278],"hardware":[280],"selection.":[281]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
