{"id":"https://openalex.org/W4401878970","doi":"https://doi.org/10.1109/tits.2024.3443518","title":"Robust Aircraft Detection in Imbalanced and Similar Classes With a Multi-Perspectives Aircraft Dataset","display_name":"Robust Aircraft Detection in Imbalanced and Similar Classes With a Multi-Perspectives Aircraft Dataset","publication_year":2024,"publication_date":"2024-08-26","ids":{"openalex":"https://openalex.org/W4401878970","doi":"https://doi.org/10.1109/tits.2024.3443518"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2024.3443518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3443518","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation 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/A5035638319","display_name":"B. Yang","orcid":"https://orcid.org/0000-0002-5426-0620"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108853754","display_name":"Dongjian Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongjian Tian","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111301618","display_name":"Songliang Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148359","display_name":"Lifan (China)","ror":"https://ror.org/04gfm7t49","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210148359"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songliang Zhao","raw_affiliation_strings":["Chongqing Changan Industry (Group) Company Ltd., Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Changan Industry (Group) Company Ltd., Chongqing, China","institution_ids":["https://openalex.org/I4210148359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391891","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-1641-1846"},"institutions":[{"id":"https://openalex.org/I4210148359","display_name":"Lifan (China)","ror":"https://ror.org/04gfm7t49","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210148359"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Chongqing Changan Industry (Group) Company Ltd., Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Changan Industry (Group) Company Ltd., Chongqing, China","institution_ids":["https://openalex.org/I4210148359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016769551","display_name":"Jun Luo","orcid":"https://orcid.org/0000-0003-1314-5631"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Luo","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1314-5631","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033390427","display_name":"Huayan Pu","orcid":"https://orcid.org/0000-0001-9830-3955"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huayan Pu","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-9830-3955","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107556956","display_name":"Mingliang Zhou","orcid":"https://orcid.org/0000-0002-1874-3641"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Zhou","raw_affiliation_strings":["School of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1874-3641","affiliations":[{"raw_affiliation_string":"School of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028495411","display_name":"Yangjun Pi","orcid":"https://orcid.org/0000-0001-7112-4084"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangjun Pi","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-7112-4084","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3292,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91065276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"25","issue":"12","first_page":"21442","last_page":"21454"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9739999771118164,"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"}},"topics":[{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9739999771118164,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9516000151634216,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5235114693641663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4239582419395447},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.42328783869743347},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.4056434631347656},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3182382583618164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5235114693641663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4239582419395447},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.42328783869743347},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.4056434631347656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3182382583618164}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2024.3443518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3443518","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5780622035","display_name":null,"funder_award_id":"2023CDJXY-021","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2193145675","https://openalex.org/W2921708311","https://openalex.org/W2962749812","https://openalex.org/W2963351448","https://openalex.org/W2984243831","https://openalex.org/W2989676862","https://openalex.org/W3003180752","https://openalex.org/W3006412540","https://openalex.org/W3008773850","https://openalex.org/W3105997161","https://openalex.org/W3106250896","https://openalex.org/W3116516381","https://openalex.org/W3118843071","https://openalex.org/W3130645678","https://openalex.org/W3132725075","https://openalex.org/W3169483152","https://openalex.org/W3200564606","https://openalex.org/W4200305521","https://openalex.org/W4205692013","https://openalex.org/W4210317981","https://openalex.org/W4220705282","https://openalex.org/W4224297901","https://openalex.org/W4226456028","https://openalex.org/W4285209454","https://openalex.org/W4289519293","https://openalex.org/W4367599096","https://openalex.org/W4379382300","https://openalex.org/W4385257519","https://openalex.org/W4386076325","https://openalex.org/W4387757664","https://openalex.org/W4390873076","https://openalex.org/W4391943446"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Aircraft":[0],"detection":[1,25,29],"holds":[2],"significant":[3],"importance":[4],"in":[5,84],"both":[6,121],"civilian":[7],"and":[8,16,33,66,72,78,123,175,179],"military":[9],"fields,":[10],"such":[11],"as":[12,150],"air":[13],"transportation":[14],"control":[15],"battlefield":[17],"situational":[18],"awareness.":[19],"Deep":[20],"learning-based":[21],"methods":[22,144],"for":[23,152],"aircraft":[24,39,59,85,133],"can":[26,118,167],"obtain":[27],"promising":[28],"performance":[30,161],"with":[31],"sufficient":[32],"labeled":[34],"samples.":[35],"However,":[36],"current":[37,164],"public":[38],"datasets":[40],"are":[41,81,181],"mainly":[42],"from":[43],"top-down":[44],"perspective":[45],"images,":[46],"lacking":[47],"multi-perspectives":[48,58],"samples,":[49],"which":[50,117],"limits":[51],"their":[52],"applicability.":[53],"Therefore,":[54],"we":[55,140],"construct":[56],"a":[57],"dataset":[60,149,178],"(MAD),":[61],"encompassing":[62],"10":[63],"distinct":[64],"classes,":[65],"making":[67],"up":[68],"of":[69,126,162,173],"13,205":[70],"images":[71],"18,908":[73],"instances.":[74],"Moreover,":[75],"the":[76,98,104,111,132,146,159,163,171],"imbalanced":[77],"similar":[79,137],"classes":[80,134],"common":[82],"issues":[83],"detection.":[86],"We":[87],"design":[88],"an":[89],"adaptive":[90],"threshold":[91],"focal":[92],"loss":[93,105],"(ATFL)":[94],"function":[95],"to":[96,130],"alleviate":[97],"class":[99],"imbalance":[100],"through":[101],"dynamically":[102],"adjusting":[103],"weights":[106],"between":[107],"different":[108],"classes.":[109],"Meanwhile,":[110],"dynamic":[112],"visual":[113],"center":[114],"(DVC)":[115],"module":[116],"effectively":[119],"capture":[120],"local":[122],"global":[124],"information":[125],"target":[127],"is":[128],"proposed":[129],"distinguish":[131],"that":[135,158],"share":[136],"feature.":[138],"Finally,":[139],"evaluated":[141],"several":[142],"state-of-the-art":[143,165],"on":[145],"constructed":[147],"MAD":[148],"baselines":[151],"future":[153],"research.The":[154],"experimental":[155],"results":[156],"verify":[157],"recognition":[160],"model":[166],"be":[168],"improved":[169],"after":[170],"application":[172],"ATFL":[174],"DVC.":[176],"The":[177],"code":[180],"available":[182],"at":[183],"<uri":[184],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[185],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/YangBo0411/aircraft-detection</uri>.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}