{"id":"https://openalex.org/W2941703563","doi":"https://doi.org/10.1109/access.2019.2913191","title":"A Novel Data Augmentation Method for Detection of Specific Aircraft in Remote Sensing RGB Images","display_name":"A Novel Data Augmentation Method for Detection of Specific Aircraft in Remote Sensing RGB Images","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2941703563","doi":"https://doi.org/10.1109/access.2019.2913191","mag":"2941703563"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2913191","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2913191","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08698795.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08698795.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041395379","display_name":"Yiming Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiming Yan","raw_affiliation_strings":["Department of Information Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052207505","display_name":"Yumo Zhang","orcid":"https://orcid.org/0000-0001-8626-3044"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yumo Zhang","raw_affiliation_strings":["Department of Information Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0001-8626-3044","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035351198","display_name":"Nan Su","orcid":"https://orcid.org/0000-0001-9601-536X"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Su","raw_affiliation_strings":["Department of Information Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041395379"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2247,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.83219097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"56051","last_page":"56061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9984999895095825,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7482638955116272},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7069877982139587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6540687084197998},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5700083374977112},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5435559153556824},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5199781060218811},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.49070918560028076},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4416927695274353},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.42306017875671387},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2710464596748352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482638955116272},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7069877982139587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6540687084197998},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5700083374977112},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5435559153556824},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5199781060218811},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.49070918560028076},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4416927695274353},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.42306017875671387},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2710464596748352},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2913191","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2913191","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08698795.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dffbbadb0db6406e85f3e890e29613d7","is_oa":false,"landing_page_url":"https://doaj.org/article/dffbbadb0db6406e85f3e890e29613d7","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 56051-56061 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2913191","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2913191","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08698795.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4078028687","display_name":null,"funder_award_id":"LBH-Z18060","funder_id":"https://openalex.org/F4320326178","funder_display_name":"Heilongjiang Provincial Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4919677100","display_name":null,"funder_award_id":"61801142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6103140784","display_name":null,"funder_award_id":"2018M631912","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6337465855","display_name":null,"funder_award_id":"QC201706802","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G7355248390","display_name":null,"funder_award_id":"61675051","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7810971956","display_name":null,"funder_award_id":"61601135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null},{"id":"https://openalex.org/F4320326178","display_name":"Heilongjiang Provincial Postdoctoral Science Foundation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2941703563.pdf","grobid_xml":"https://content.openalex.org/works/W2941703563.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W1931125522","https://openalex.org/W2031489346","https://openalex.org/W2062218835","https://openalex.org/W2085625911","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2294631366","https://openalex.org/W2302255633","https://openalex.org/W2593253300","https://openalex.org/W2607037079","https://openalex.org/W2747685395","https://openalex.org/W2750384547","https://openalex.org/W2765538265","https://openalex.org/W2771769481","https://openalex.org/W2788202095","https://openalex.org/W2889835342","https://openalex.org/W2903036816","https://openalex.org/W2950800384","https://openalex.org/W2962749812","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W3099008583","https://openalex.org/W3106250896","https://openalex.org/W6620707391","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6698183232","https://openalex.org/W6714138976","https://openalex.org/W6743440100","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W4375867731","https://openalex.org/W2371138613","https://openalex.org/W2949096641","https://openalex.org/W2970686063","https://openalex.org/W4320729701","https://openalex.org/W4254103348","https://openalex.org/W3210378990","https://openalex.org/W3034745255","https://openalex.org/W3000197790"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"novel":[6],"data":[7,28,173,211],"augmentation":[8,174,212],"method":[9,182,206],"for":[10,149],"the":[11,24,33,42,57,76,105,114,133,147,196,204],"detection":[12,100,150],"of":[13,26,35,61,78,82,90,200],"specific":[14,72,83,107,162],"aircraft":[15,68,84,108,128,135,163],"in":[16,46,184],"remote":[17,79,156,192],"sensing":[18,80,157,193],"RGB":[19],"images.":[20,109,169],"For":[21],"object":[22,62],"detection,":[23],"number":[25,77],"training":[27,34,44,53],"has":[29,207],"great":[30],"influence":[31],"on":[32,117,191],"deep":[36,47],"learning":[37,48,111],"network.":[38],"Researchers":[39],"suggest":[40],"that":[41,89,132],"extensive":[43,52],"samples":[45,54,136],"are":[49,159],"indispensable.":[50],"The":[51,188],"can":[55,123,137],"guarantee":[56],"accuracy":[58],"and":[59,69,120,122,145,179,198],"robustness":[60],"detection.":[63],"We":[64],"refer":[65],"to":[66,75,96,142,166],"military":[67],"helicopter":[70],"as":[71,177],"aircraft.":[73],"Due":[74],"images":[81,141,158,194],"is":[85,94],"far":[86],"less":[87],"than":[88],"civil":[91],"aircraft,":[92],"it":[93],"difficult":[95],"train":[97],"an":[98],"ideal":[99],"model":[101],"only":[102],"by":[103,153],"using":[104],"available":[106],"Deep":[110],"networks":[112],"have":[113],"excellent":[115],"ability":[116],"fault":[118],"tolerance":[119],"generalization":[121],"extract":[124],"features":[125],"from":[126],"simulated":[127,134,168],"samples.":[129],"This":[130],"means":[131],"partly":[138],"replace":[139],"real":[140],"some":[143],"extent":[144],"reduce":[146],"need":[148],"models.":[151],"Inspired":[152],"this,":[154],"true":[155],"combined":[160],"with":[161,171,209],"three-dimensional":[164],"models":[165],"form":[167],"Compared":[170],"previous":[172],"method,":[175],"such":[176],"flipping":[178],"rotating,":[180],"our":[181,201],"brings":[183],"new":[185],"sample":[186],"information.":[187],"experiments":[189],"based":[190],"show":[195],"feasibility":[197],"effectiveness":[199],"method.":[202],"Meanwhile,":[203],"proposed":[205],"compatibility":[208],"other":[210],"methods.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}