{"id":"https://openalex.org/W4402661172","doi":"https://doi.org/10.1109/jstars.2024.3462745","title":"DET-YOLO: An Innovative High-Performance Model for Detecting Military Aircraft in Remote Sensing Images","display_name":"DET-YOLO: An Innovative High-Performance Model for Detecting Military Aircraft in Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402661172","doi":"https://doi.org/10.1109/jstars.2024.3462745"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3462745","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3462745","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2024.3462745","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100674293","display_name":"Xiaoxin Chen","orcid":"https://orcid.org/0009-0009-0984-7500"},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxin Chen","raw_affiliation_strings":["School of Naval Architecture and Ocean Engineering, Guangzhou Maritime University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-0984-7500","affiliations":[{"raw_affiliation_string":"School of Naval Architecture and Ocean Engineering, Guangzhou Maritime University, Guangzhou, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hui Jiang","orcid":"https://orcid.org/0000-0003-0688-8357"},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Jiang","raw_affiliation_strings":["School of Intelligent Transportation and Engineering, Guangzhou Maritime University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0688-8357","affiliations":[{"raw_affiliation_string":"School of Intelligent Transportation and Engineering, Guangzhou Maritime University, Guangzhou, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103032594","display_name":"Hongxin Zheng","orcid":"https://orcid.org/0009-0006-9104-1714"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxin Zheng","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100849585","display_name":"Jiankun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiankun Yang","raw_affiliation_strings":["School of Intelligent Transportation and Engineering, Guangzhou Maritime University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligent Transportation and Engineering, Guangzhou Maritime University, Guangzhou, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113391491","display_name":"Riqiang Liang","orcid":"https://orcid.org/0000-0003-2159-0110"},"institutions":[{"id":"https://openalex.org/I4210151929","display_name":"Nanning Normal University","ror":"https://ror.org/04dx82x73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Riqiang Liang","raw_affiliation_strings":["Nanning Rail Transit Operation Company, Ltd., Nanning, China","Nanning Rail Transit Operation Co., Ltd, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanning Rail Transit Operation Company, Ltd., Nanning, China","institution_ids":["https://openalex.org/I4210151929"]},{"raw_affiliation_string":"Nanning Rail Transit Operation Co., Ltd, Nanning, China","institution_ids":["https://openalex.org/I4210151929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101637435","display_name":"Dan Xiang","orcid":"https://orcid.org/0009-0003-5857-9326"},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Xiang","raw_affiliation_strings":["School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-5857-9326","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021271853","display_name":"Hao Cheng","orcid":"https://orcid.org/0000-0001-8378-977X"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Cheng","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004785851","display_name":"Zhansi Jiang","orcid":"https://orcid.org/0000-0003-1169-3538"},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhansi Jiang","raw_affiliation_strings":["School of Naval Architecture and Ocean Engineering, Guangzhou Maritime University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1169-3538","affiliations":[{"raw_affiliation_string":"School of Naval Architecture and Ocean Engineering, Guangzhou Maritime University, Guangzhou, China","institution_ids":["https://openalex.org/I4210129938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":36.4002,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.99708752,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"17","issue":null,"first_page":"17753","last_page":"17771"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9980999827384949,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9980999827384949,"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9954000115394592,"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/T12019","display_name":"Calibration and Measurement Techniques","score":0.960099995136261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5864460468292236},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5537197589874268},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37213191390037537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32448557019233704},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.3207174241542816},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1873156726360321},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12454411387443542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5864460468292236},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5537197589874268},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37213191390037537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32448557019233704},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.3207174241542816},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1873156726360321},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12454411387443542}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3462745","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3462745","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:74baa0cc58f84177b56c32cc1260725a","is_oa":true,"landing_page_url":"https://doaj.org/article/74baa0cc58f84177b56c32cc1260725a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 17753-17771 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3462745","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3462745","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2512351403","https://openalex.org/W2963351448","https://openalex.org/W2964979676","https://openalex.org/W2996642429","https://openalex.org/W3005363112","https://openalex.org/W3015622546","https://openalex.org/W3016644593","https://openalex.org/W3017373943","https://openalex.org/W3037215700","https://openalex.org/W3048064159","https://openalex.org/W3106808132","https://openalex.org/W4205365435","https://openalex.org/W4214723909","https://openalex.org/W4281780379","https://openalex.org/W4283157201","https://openalex.org/W4309717815","https://openalex.org/W4312960790","https://openalex.org/W4313456649","https://openalex.org/W4322762385","https://openalex.org/W4363675798","https://openalex.org/W4367721714","https://openalex.org/W4377990720","https://openalex.org/W4378831061","https://openalex.org/W4384038087","https://openalex.org/W4385241442","https://openalex.org/W4386247141","https://openalex.org/W4387019859","https://openalex.org/W4389117222","https://openalex.org/W4389352554","https://openalex.org/W4390970366","https://openalex.org/W4391300490","https://openalex.org/W4391464424","https://openalex.org/W4391559729","https://openalex.org/W4391594024","https://openalex.org/W4392048868","https://openalex.org/W4392295974","https://openalex.org/W4392594662","https://openalex.org/W4392646159","https://openalex.org/W4392672631","https://openalex.org/W4392769617","https://openalex.org/W4392887607","https://openalex.org/W4392896817","https://openalex.org/W4392904527","https://openalex.org/W4393106022","https://openalex.org/W4393641008","https://openalex.org/W4395686200","https://openalex.org/W4396523481"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"To":[0,172],"address":[1],"the":[2,25,50,82,94,100,109,117,134,141,147,154,166,170,174,198,208,225,232],"challenges":[3],"of":[4,13,27,33,52,96,99,169,179],"low":[5],"detection":[6,11,29,45,136,167,234],"rate":[7,12],"and":[8,22,30,124,131,157,176,195,220],"high":[9],"missed":[10],"military":[14,139],"aircraft":[15],"in":[16,55,127,146],"current":[17],"complex":[18,122],"remote":[19,128],"sensing":[20,129],"data,":[21],"to":[23,48,85,92,107,114,120,132,159],"meet":[24],"requirements":[26],"real-time":[28,221],"easy":[31,97],"deployment":[32,98],"models,":[34,205],"this":[35,150],"article":[36,151],"introduces":[37],"DET-you":[38],"only":[39,213],"look":[40],"once":[41],"(YOLO),":[42],"an":[43],"innovative":[44],"model.":[46,148,171],"First,":[47],"tackle":[49],"issue":[51],"reduced":[53],"accuracy":[54,137,168],"identifying":[56],"small":[57],"targets":[58],"amidst":[59],"intricate":[60],"backgrounds,":[61],"a":[62],"novel":[63],"feature":[64],"extraction":[65],"component,":[66],"C2f_DEF,":[67],"was":[68,144,184],"devised.":[69],"This":[70],"module":[71,143],"replaced":[72],"all":[73],"existing":[74],"C2f":[75],"components":[76],"within":[77],"YOLOv8n,":[78],"thereby":[79],"significantly":[80],"enhancing":[81],"model's":[83,118,135],"ability":[84,119],"cope":[86],"with":[87,202,212],"complicated":[88],"environmental":[89],"contexts.":[90],"Second,":[91],"achieve":[93],"functionality":[95],"model,":[101],"some":[102],"deep":[103],"structures":[104],"were":[105],"simplified":[106],"make":[108],"model":[110],"more":[111],"lightweight.":[112],"Afterward,":[113],"further":[115,160],"improve":[116,133],"handle":[121],"backgrounds":[123],"dense":[125],"environments":[126],"images":[130],"for":[138],"aircraft,":[140],"DAT":[142],"embedded":[145],"Finally,":[149],"also":[152,230],"optimized":[153],"loss":[155],"function":[156],"reg_max":[158],"reduce":[161],"computational":[162],"costs":[163],"while":[164,217],"improving":[165],"verify":[173],"effectiveness":[175],"strong":[177],"universality":[178],"DET-YOLO,":[180],"extensive":[181],"experimental":[182],"verification":[183],"conducted":[185],"on":[186,224],"three":[187],"publicly":[188],"available":[189],"datasets,":[190,228],"namely":[191],"MAR20,":[192],"NWPU":[193],"VHR-10,":[194],"NEU-DET.":[196],"On":[197],"MAR20":[199],"dataset,":[200],"compared":[201],"other":[203,226],"advanced":[204],"DET-YOLO":[206,229],"achieved":[207,231],"highest":[209],"mAP0.5(namely":[210],"94.7%)":[211],"80":[214],"training":[215],"epochs":[216],"meeting":[218],"lightweight":[219],"requirements.":[222],"While":[223],"two":[227],"best":[233],"performance.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":25}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}