{"id":"https://openalex.org/W4390045581","doi":"https://doi.org/10.1109/idaacs58523.2023.10348936","title":"An Aircraft Identification System Using Convolution Neural Networks","display_name":"An Aircraft Identification System Using Convolution Neural Networks","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4390045581","doi":"https://doi.org/10.1109/idaacs58523.2023.10348936"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs58523.2023.10348936","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/idaacs58523.2023.10348936","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-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/A5074619949","display_name":"Viktor Turchenko","orcid":null},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]},{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA","UA"],"is_corresponding":false,"raw_author_name":"Viktor Turchenko","raw_affiliation_strings":["West Ukrainian National University,Department for Information Computer Systems and Control,Ternopil,Ukraine,46000","Department of Computing and Software, McMaster University, Hamilton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Ukrainian National University,Department for Information Computer Systems and Control,Ternopil,Ukraine,46000","institution_ids":["https://openalex.org/I160977438"]},{"raw_affiliation_string":"Department of Computing and Software, McMaster University, Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067462106","display_name":"Iryna Turchenko","orcid":"https://orcid.org/0000-0002-9441-6669"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Turchenko","raw_affiliation_strings":["Research Institute for Intelligent Computer Systems, West Ukrainian National University,Ternopil,Ukraine","Research Institute for Intelligent Computer Systems, West Ukrainian National University, Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute for Intelligent Computer Systems, West Ukrainian National University,Ternopil,Ukraine","institution_ids":["https://openalex.org/I160977438"]},{"raw_affiliation_string":"Research Institute for Intelligent Computer Systems, West Ukrainian National University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064549111","display_name":"Nadiia Vasylkiv","orcid":"https://orcid.org/0000-0002-4247-7523"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nadiia Vasylkiv","raw_affiliation_strings":["West Ukrainian National University,Department for Information Computer Systems and Control,Ternopil,Ukraine,46000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Ukrainian National University,Department for Information Computer Systems and Control,Ternopil,Ukraine,46000","institution_ids":["https://openalex.org/I160977438"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4504,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69083696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1211","last_page":"1218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":1.0,"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"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9973000288009644,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9965999722480774,"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":0.7318621873855591},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7147278189659119},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7021029591560364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6966722011566162},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5417819619178772},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5335987210273743},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5204265713691711},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.508314311504364},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4876912832260132},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.48042726516723633},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4418207108974457},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4404422342777252},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17412826418876648}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318621873855591},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7147278189659119},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7021029591560364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6966722011566162},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5417819619178772},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5335987210273743},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5204265713691711},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.508314311504364},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4876912832260132},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.48042726516723633},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4418207108974457},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4404422342777252},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17412826418876648},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs58523.2023.10348936","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/idaacs58523.2023.10348936","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W779665224","https://openalex.org/W1563126678","https://openalex.org/W1846799578","https://openalex.org/W1977172269","https://openalex.org/W2962829835","https://openalex.org/W3009457572","https://openalex.org/W4200584071","https://openalex.org/W4285209454","https://openalex.org/W4386076325","https://openalex.org/W6638677478","https://openalex.org/W6849520326"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4375867731","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W2964954556","https://openalex.org/W3029198973"],"abstract_inverted_index":{"The":[0,67],"task":[1],"of":[2,18,23,36,70,81,83,93,95,106,129],"aircraft":[3,44,111],"identification":[4,13,20,45],"using":[5,49],"their":[6,19],"registration":[7,108],"number":[8],"is":[9,76,88,101],"important":[10],"as":[11],"visual":[12],"remains":[14],"the":[15,73,79,85,91,98,104,107,125,137,142,149,159,164],"only":[16],"method":[17],"in":[21],"case":[22],"air":[24],"traffic":[25],"control":[26],"systems":[27],"or":[28],"radar":[29],"failure.":[30],"In":[31],"this":[32],"paper,":[33],"an":[34,43],"analysis":[35],"known":[37],"solutions":[38],"was":[39,47,167],"carried":[40],"out":[41],"and":[42,61,120,144,154,157],"system":[46,68],"developed":[48],"a":[50],"pre-trained":[51],"YOLO":[52],"(You":[53],"Only":[54],"Look":[55],"Once)":[56],"deep":[57],"convolutional":[58],"neural":[59],"network":[60],"Optical":[62],"Character":[63],"Recognition":[64],"(OCR)":[65],"technology.":[66],"consists":[69],"three":[71],"modules:":[72],"M1":[74,143],"module":[75,87,100,160],"designed":[77,89,102],"for":[78,90,103,115,118,122,141,158],"detection":[80,92],"region":[82,94],"interest-tail,":[84],"M2":[86,145],"interest-registration":[96],"number,":[97],"M3":[99,161],"classification":[105,165],"number.":[109],"2309":[110],"images":[112],"were":[113,152],"used":[114],"training,":[116],"426":[117],"validation":[119],"408":[121],"testing":[123],"from":[124],"Fine-Grained":[126],"Visual":[127],"Classification":[128],"Aircraft":[130],"(FGVC-Aircraft)":[131],"dataset.":[132],"Our":[133],"results":[134],"show":[135],"that":[136],"mean":[138],"average":[139],"precision":[140],"YOLOv7":[146],"models":[147],"on":[148],"test":[150],"set":[151],"0.92":[153],"0.85":[155],"respectively,":[156],"OCR":[162],"technology":[163],"error":[166],"0.2.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}